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openalex_id large_string | doi large_string | title large_string | abstract large_string | publication_date large_string | publication_year int64 | type large_string | language large_string | authors large_string | author_count int64 | institutions large_string | countries large_string | primary_topic large_string | topics large_string | keywords large_string | primary_topic_id large_string | primary_subfield large_string | primary_field large_string | primary_domain large_string | venue large_string | publisher large_string | citation_count int64 | referenced_works_count int64 | is_open_access bool | oa_status large_string | has_fulltext bool | has_pdf bool | has_doi bool | has_pmid bool | has_pmcid bool | arxiv_id large_string | github_url large_string | title_word_count int64 | abstract_word_count int64 | has_abstract bool | publication_month int64 |
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https://openalex.org/W4390782971 | 10.1038/s41592-026-03178-8 | MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomography | Cryo-electron tomography provides unique insights into macromolecular complexes in their native environments, yet membrane analysis remains a major bottleneck due to low signal-to-noise ratios, missing wedge artifacts and the complexity of membrane-associated particles. Existing tools often require extensive manual ann... | 2026-09-08 | 2,026 | article | en | ["Alister Burt", "Antonio Martínez-Sánchez", "Benjamin D. Engel", "Fabian Isensee", "Florent Waltz", "Hanyi Zhang", "Julia A. Schnabel", "Kevin A. Yamauchi", "Lorenz Lamm", "Ricardo D. Righetto", "Sebastian Ziegler", "Simon Zufferey", "Tingying Peng", "Wojciech Wietrzyñski", "Ye Liu"] | 15 | ["Center for Environmental Health", "ETH Zurich", "German Cancer Research Center", "Heidelberg University", "Helmholtz Munich", "King's College London", "MRC Laboratory of Molecular Biology", "Munich Center for Machine Learning", "SIB Swiss Institute of Bioinformatics", "Technical University of Munich", "Universidad de... | ["CH", "DE", "ES", "GB", "US"] | Advanced Electron Microscopy Techniques and Applications | ["Advanced Electron Microscopy Techniques and Applications", "Geophysical and Geoelectrical Methods", "Microfluidic and Bio-sensing Technologies"] | ["Artificial intelligence", "Biology", "Computer science", "Data mining", "End-to-end principle", "Membrane", "Robustness (evolution)", "Segmentation"] | https://openalex.org/T10857 | Structural Biology | Biochemistry, Genetics and Molecular Biology | Life Sciences | Nature Methods | Nature Portfolio | 178 | 129 | true | hybrid | true | false | true | true | false | [] | 13 | 146 | true | 9 | |
https://openalex.org/W4407310674 | 10.1145/3845596 | Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation | With the advent of large multimodal language models, science is now at a threshold of an AI-based technological transformation. An emerging ecosystem of models and tools aims to support researchers throughout the scientific lifecycle, including (1) searching for relevant literature, (2) generating research ideas and co... | 2026-09-05 | 2,026 | article | en | ["Andreas Geiger", "Anne Lauscher", "Brigitte Krenn", "Cao Yong", "Chenghua Lin", "Christian Greisinger", "Jennifer D’Souza", "Nafise Sadat Moosavi", "Steffen Eger", "Stephanie Groß", "Tristan Miller", "Wei Zhao", "Yizhi Li", "Yufang Hou"] | 14 | ["Austrian Research Institute for Artificial Intelligence", "Technische Informationsbibliothek (TIB)", "University of Aberdeen", "University of Manchester", "University of Manitoba", "University of Sheffield", "University of Technology Nuremberg", "University of Tübingen", "Universität Hamburg"] | ["AT", "CA", "DE", "GB"] | Scientific Computing and Data Management | ["Scientific Computing and Data Management"] | ["Cognitive science", "Computer science", "Content (measure theory)", "Data science", "Mathematics", "Psychology", "Scientific discovery"] | https://openalex.org/T11986 | Information Systems and Management | Decision Sciences | Social Sciences | ACM Computing Surveys | Association for Computing Machinery | 8 | 0 | true | hybrid | true | true | true | false | false | 2502.05151 | [] | 17 | 155 | true | 9 |
https://openalex.org/W7131435730 | 10.5281/zenodo.18764561 | Execution-Time Authorization for AI Agents: A Formal Framework for Deterministic Governance Boundaries | Execution-Time Authorization for AI Agents formalizes execution-time authorization (ETA) as a deterministic governance boundary for AI agents and other autonomous systems whose proposed actions may produce real-world effects. The paper defines ETA as a deterministic runtime enforcement architecture that evaluates a can... | 2026-09-02 | 2,026 | article | en | ["Edward Meyman"] | 1 | ["Ferghana Polytechnical Institute", "Ferro (United States)"] | ["US", "UZ"] | Access Control and Trust | ["Access Control and Trust", "Multi-Agent Systems and Negotiation", "Security and Verification in Computing"] | ["Access control", "Authorization", "Delegation", "Enforcement", "Function (biology)", "Observability", "State (computer science)", "Verifiable secret sharing"] | https://openalex.org/T10927 | Sociology and Political Science | Social Sciences | Social Sciences | Zenodo (CERN European Organization for Nuclear Research) | European Organization for Nuclear Research | 22 | 0 | true | green | true | false | true | false | false | [] | 12 | 947 | true | 9 | |
https://openalex.org/W4409078708 | 10.1145/3844608 | A Survey on Table Mining with Large Language Models: Challenges, Advancements and Prospects | Table mining is a popular research field that involves complicated technologies, including information retrieval, data mining, visual and textual understanding and logical reasoning. With the emergence of Large Language Models (LLMs), the field has witnessed considerable advancements, presenting new paradigms for table... | 2026-09-01 | 2,026 | article | en | ["Enhong Chen", "Jiahao Wang", "Jiawei Cao", "Jiaying Lin", "Mingyue Cheng", "Qi Liu", "Qingyang Mao", "Yitong Zhou", "Yupeng Li"] | 9 | ["Center for Excellence in Brain Science and Intelligence Technology", "University of Science and Technology of China"] | ["CN"] | Text and Document Classification Technologies | ["Data Quality and Management", "Text and Document Classification Technologies", "Web Data Mining and Analysis"] | ["Computer science", "Data mining", "Data science", "Table (database)"] | https://openalex.org/T11550 | Artificial Intelligence | Computer Science | Physical Sciences | ACM Computing Surveys | Association for Computing Machinery | 4 | 0 | true | hybrid | true | true | true | false | false | [] | 13 | 197 | true | 9 | |
https://openalex.org/W7208712413 | 10.5281/zenodo.22301202 | Written by AI. Still True. Knower Fetishism, Epistemic Pedigree, and the Human Face as a Bad Theory of Truth | Suppose a proposition survives source checking, inferential scrutiny, and independent reconstruction. You accept it. Then you learn that an artificial-intelligence system generated the draft, and your confidence falls. What, exactly, became epistemically worse? The familiar answer is that provenance can carry higher-or... | 2026-08-31 | 2,026 | preprint | en | ["Yaoharee Lahtee"] | 1 | ["Open Society"] | ["CZ"] | Ethics and Social Impacts of AI | ["Computational and Text Analysis Methods", "Ethics and Social Impacts of AI", "Philosophy and History of Science"] | ["Argument (complex analysis)", "Constitution", "Face (sociological concept)", "Normative", "Possession (linguistics)", "Property (philosophy)", "Proposition", "Relation (database)"] | https://openalex.org/T10883 | Safety Research | Social Sciences | Social Sciences | Zenodo (CERN European Organization for Nuclear Research) | European Organization for Nuclear Research | 114 | 5 | true | green | true | false | true | false | false | [] | 19 | 404 | true | 8 | |
https://openalex.org/W7204929950 | 10.67443/pt-2026-01010004 | Artificial Intelligence and Digital Technologies for Smart Farming and Precision Agriculture | Artificial Intelligence (AI), the Internet of Things (IoT), and Machine Learning (ML) are transforming precision agriculture by enabling data-driven decision-making, intelligent automation, and sustainable resource management. This review highlights recent advances in AI-enabled smart farming, focusing on applications ... | 2026-08-29 | 2,026 | article | en | ["Arvind Kumar", "Pankaj Tyagi", "Raj Kumar Yadav", "Shruti Tyagi"] | 4 | ["Indira Gandhi Mirpur University", "Maharshi Dayanand University"] | ["IN"] | Smart Agriculture and AI | ["Advanced Data and IoT Technologies", "Remote Sensing in Agriculture", "Smart Agriculture and AI"] | ["Agriculture", "Applications of artificial intelligence", "Decision support system", "Emerging technologies", "Precision agriculture", "Sensor fusion", "Sustainable agriculture"] | https://openalex.org/T10616 | Plant Science | Agricultural and Biological Sciences | Life Sciences | Phytoresearch and Technology | 1 | 49 | true | hybrid | true | true | true | false | false | [] | 11 | 196 | true | 8 | ||
https://openalex.org/W4386721710 | 10.1038/s42256-026-01296-8 | Life-inspired interoceptive artificial intelligence for autonomous and adaptive agents | 2026-08-26 | 2,026 | article | en | ["Choong‐Wan Woo", "Hyebhin Yoon", "Hyunhoe An", "Karl Friston", "Seok‐Jun Hong", "Sung‐Woo Lee", "Younghyun Oh"] | 7 | ["Hyundai Engineering (South Korea)", "Institute for Basic Science", "Korea Institute of Atmospheric Prediction Systems", "Queen Mary University of London", "Sungkyunkwan University", "University College London"] | ["GB", "KR"] | Complex Systems and Decision Making | ["Complex Systems and Decision Making", "Embodied and Extended Cognition"] | ["Artificial intelligence", "Artificial life", "Autonomous agent", "Autonomy", "Autopoiesis", "Cognitive science", "Computer science", "Holy Grail", "Human–computer interaction", "Interoception", "Law", "Neuroscience", "Organism", "Political science", "Process (computing)", "Psychology", "Reinforcement learning", "Worl... | https://openalex.org/T11810 | Management Science and Operations Research | Decision Sciences | Social Sciences | Nature Machine Intelligence | Nature Portfolio | 5 | 0 | true | green | true | true | true | false | false | 2309.05999 | [] | 9 | 0 | false | 8 | |
https://openalex.org/W4407695828 | 10.1038/s41562-026-02550-0 | The shrinking landscape of linguistic diversity in the age of large language models | 2026-08-24 | 2,026 | article | en | ["Ala Tak", "Alireza S. Ziabari", "Colin McDaniel", "Farzan Karimi-Malekabadi", "Fred Morstatter", "Jackson Trager", "Meltem Ozcan", "Meng Chen", "Morteza Dehghani", "Zhivar Sourati"] | 10 | ["University of Southern California"] | ["US"] | Multilingual Education and Policy | ["Gender Studies in Language", "Multilingual Education and Policy", "Second Language Learning and Teaching"] | ["Anthropology", "Diversity (politics)", "Economics", "Geography", "Linguistic diversity", "Linguistics", "Philosophy", "Resizing", "Sociology"] | https://openalex.org/T10265 | Linguistics and Language | Social Sciences | Social Sciences | Nature Human Behaviour | Nature Portfolio | 4 | 0 | true | green | true | true | true | true | false | 2502.11266 | [] | 13 | 0 | false | 8 | |
https://openalex.org/W4400488941 | 10.1287/isre.2024.1361 | The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot | Generative artificial intelligence (AI) facilitates content production and enhances ideation, with potentially important implications for developer productivity and participation in software development. To explore its impact on collaborative open-source software (OSS) development, we investigate the role of GitHub Cop... | 2026-08-24 | 2,026 | article | en | ["Ashish Agarwal", "Fangchen Song", "Wen Wen"] | 3 | ["The University of Texas at Austin"] | ["US"] | Scientific Computing and Data Management | ["Big Data and Business Intelligence", "Open Source Software Innovations", "Scientific Computing and Data Management"] | ["Artificial intelligence", "Computer science", "Generative grammar", "Open source", "Open source software", "Operating system", "Software"] | https://openalex.org/T11986 | Information Systems and Management | Decision Sciences | Social Sciences | Information Systems Research | Institute for Operations Research and the Management Sciences | 23 | 59 | true | green | true | true | true | false | false | 2410.02091 | [] | 14 | 226 | true | 8 |
https://openalex.org/W7165131551 | 10.1504/ijhm.2026.154223 | Towards general embodied intelligence: integrating large language models, knowledge bases, and reasoning capabilities to build the next generation of AI agents | The convergence of large language models (LLMs), structured knowledge bases (KBs), and reasoning ability (RA) presents a promising trajectory toward general embodied intelligence (GEI). This paper reviews the evolution of LLM-centered intelligent systems, emphasising their integration with knowledge representation, log... | 2026-08-20 | 2,026 | preprint | ["Fujiang Yuan", "Jun Ding", "Lusheng Wang", "Shaojie Gu", "Xia Huang", "Yanhong Peng", "Yuki Funabora", "Yuxin Wang", "Zebing Mao", "Zhen Tian"] | 10 | ["Chongqing University of Technology", "Jiangsu University of Science and Technology", "Kumamoto Health Science University", "Kumamoto University", "Nagoya University", "University of Glasgow", "Zhejiang University"] | ["CN", "GB", "JP"] | Multimodal Machine Learning Applications | ["Action Observation and Synchronization", "Language and cultural evolution", "Multimodal Machine Learning Applications"] | ["Action (physics)", "Applications of artificial intelligence", "Artificial general intelligence", "Cognitive robotics", "Embodied cognition", "Inference", "Key (lock)", "Knowledge representation and reasoning", "Model-based reasoning"] | https://openalex.org/T11714 | Computer Vision and Pattern Recognition | Computer Science | Physical Sciences | arXiv (Cornell University) | Cornell University | 1 | 0 | true | green | true | true | true | false | false | 2608.19794 | [] | 21 | 156 | true | 8 | |
https://openalex.org/W7203920614 | 10.48550/arxiv.2608.18279 | A Comprehensive Review of Large Language Models for Nanophotonics: From Surrogate Modeling to Autonomous Design | Metasurfaces have revolutionized the development of photonic devices by enabling unprecedented precision in light manipulation. However, their design processes are often constrained by computationally expensive simulations and complex high-dimensional design spaces. Although deep learning has accelerated the design pro... | 2026-08-18 | 2,026 | preprint | ["Douglas H. Werner", "Huanshu Zhang", "Kegeng Tang", "Lei Kang", "Sawyer D. Campbell", "Zihao Wang"] | 6 | [] | [] | Metamaterials and Metasurfaces Applications | ["Machine Learning in Materials Science", "Metamaterials and Metasurfaces Applications", "Neural Networks and Reservoir Computing"] | ["Code (set theory)", "Code generation", "Deep learning", "Modeling language", "Nanophotonics", "Orchestration", "Process (computing)", "Surrogate model"] | https://openalex.org/T10245 | Electronic, Optical and Magnetic Materials | Materials Science | Physical Sciences | arXiv (Cornell University) | Cornell University | 1 | 0 | true | green | true | true | true | false | false | 2608.18279 | [] | 15 | 199 | true | 8 | |
https://openalex.org/W4406692391 | 10.1145/3841169 | Diffusion Models in Recommendation Systems: A Survey | Recommender systems remain an essential topic due to its wide application and business potential. Given the great generation capability exhibited by diffusion models in computer vision recently, many recommender systems have adopted diffusion models and found improvements in performance for various tasks. Research in t... | 2026-08-15 | 2,026 | article | en | ["Ting Wei", "Yi Fang"] | 2 | ["Santa Clara University"] | ["US"] | Recommender Systems and Techniques | ["Recommender Systems and Techniques"] | ["Computer science", "Data science", "Diffusion", "Information retrieval", "Physics", "Recommender system", "Statistical physics"] | https://openalex.org/T10203 | Information Systems | Computer Science | Physical Sciences | ACM Transactions on Recommender Systems | Association for Computing Machinery | 3 | 0 | true | hybrid | true | true | true | false | false | 2501.10548 | [] | 7 | 174 | true | 8 |
https://openalex.org/W7203475779 | 10.5281/zenodo.21937454 | SCU5.0 Beta Release: Security Hardening, Asynchronous Optimization, and Defect Elimination Across 28 Issues in a Conversational AI Agent Platform | SCU5.0 represents a security-focused and asynchronous-optimization release built upon the SCU4 codebase, addressing 28 issues categorized as P0-critical (4), P1-protective (12), P2-refinement (9), and legacy/pair-thinking (3). The release eliminates all blocker-level defects and security vulnerabilities, elevating the ... | 2026-08-14 | 2,026 | article | ["Ruoshui Xiaoxiang"] | 1 | [] | [] | Security and Verification in Computing | ["Adversarial Robustness in Machine Learning", "Scientific Computing and Data Management", "Security and Verification in Computing"] | ["Asynchronous communication", "Data integrity", "Hash function", "JSON", "Metadata", "Normalization (sociology)", "Rewriting", "Serialization", "Tree traversal"] | https://openalex.org/T11424 | Artificial Intelligence | Computer Science | Physical Sciences | Zenodo (CERN European Organization for Nuclear Research) | European Organization for Nuclear Research | 16 | 0 | true | green | true | false | true | false | false | [] | 19 | 141 | true | 8 | ||
https://openalex.org/W4389257810 | 10.1016/j.ncrna.2026.06.004 | LncPNdeep: A long non-coding RNA classifier based on large language model with peptide and nucleotide embedding | Accurate classification of long non-coding RNAs (lncRNAs) is essential for transcriptome annotation and understanding gene regulation. Existing computational methods predominantly rely on nucleotide sequence features, frequently overlooking biologically relevant peptide signals encoded within lncRNAs. To overcome this ... | 2026-08-13 | 2,026 | article | en | ["F. Deng", "Hsiao H. Sung", "Zongrui Dai"] | 3 | ["Radboud University Medical Center", "Radboud University Nijmegen", "University of Michigan"] | ["NL", "US"] | Cancer-related molecular mechanisms research | ["Cancer-related molecular mechanisms research", "RNA and protein synthesis mechanisms", "RNA modifications and cancer"] | ["Artificial intelligence", "Biochemistry", "Biology", "Classifier (UML)", "Coding (social sciences)", "Computational biology", "Computer science", "Embedding", "Gene", "Genetics", "Mathematics", "Natural language processing", "Nucleotide", "Peptide", "RNA"] | https://openalex.org/T10515 | Cancer Research | Biochemistry, Genetics and Molecular Biology | Life Sciences | Non-coding RNA Research | Elsevier BV | 11 | 38 | true | gold | true | true | true | true | false | [] | 16 | 189 | true | 8 | |
https://openalex.org/W7202196341 | 10.1073/pnas.2601439123 | The rise of large language models and the direction and impact of US federal research funding | Federal research funding shapes the direction, diversity, and impact of the US scientific enterprise. Large language models (LLMs) are rapidly diffusing into scientific practice, holding substantial promise while raising widespread concerns. Despite growing attention to AI use in scientific writing and evaluation, litt... | 2026-08-11 | 2,026 | article | en | ["Alexander Furnas", "Dashun Wang", "Erzhuo Shao", "Yifan Qian", "Yue Bai", "Zhe Wen"] | 6 | ["Kellogg's (Canada)", "Northwestern University"] | ["CA", "PH", "US"] | Artificial Intelligence in Healthcare and Education | ["Artificial Intelligence in Healthcare and Education", "Computational and Text Analysis Methods", "Machine Learning in Materials Science"] | ["Confidentiality", "Grant funding", "Population", "Portfolio", "Productivity", "Work (physics)"] | https://openalex.org/T11636 | Health Informatics | Medicine | Health Sciences | Proceedings of the National Academy of Sciences | National Academy of Sciences | 3 | 39 | true | hybrid | true | false | true | true | false | [] | 16 | 243 | true | 8 | |
https://openalex.org/W4406603968 | 10.1016/j.array.2026.101133 | Explainable artificial intelligence (XAI): From inherent explainability to large language models | Artificial Intelligence (AI) has continued to achieve tremendous success in recent times. However, the decision logic of these frameworks is often not transparent, making it difficult for stakeholders to understand, interpret or explain their behavior. This limitation hinders trust in machine learning systems and cause... | 2026-08-11 | 2,026 | article | en | ["Alhassan Mumuni", "Fuseini Mumuni"] | 2 | [] | [] | Explainable Artificial Intelligence (XAI) | ["Explainable Artificial Intelligence (XAI)"] | ["Artificial intelligence", "Computer science", "Natural language processing"] | https://openalex.org/T12026 | Artificial Intelligence | Computer Science | Physical Sciences | Array | Elsevier BV | 13 | 0 | true | gold | true | true | true | false | false | 2501.09967 | [] | 11 | 216 | true | 8 |
https://openalex.org/W4308828222 | 10.1142/s1469026826500379 | Deep Learning Methods for Software Requirement Classification: A Performance Study on the Pure Dataset | Requirement Engineering (RE) is a fundamental phase in software development, involving the classification of software requirements into Functional Requirements (FRs) and Non-Functional Requirements (NFRs). FRs define the system’s core functionalities, whereas NFRs address quality attributes such as performance, securit... | 2026-08-11 | 2,026 | article | en | ["Behnaz Jamasb", "Fatemeh Khayashi", "Pirooz Shamsinejadbabaki", "Reza Akbari"] | 4 | ["Shiraz University of Technology"] | ["IR"] | Software Engineering Research | ["Software Engineering Research", "Software Engineering Techniques and Practices", "Software Reliability and Analysis Research"] | ["Artificial intelligence", "Categorization", "Computer science", "Deep learning", "Engineering", "Functional requirement", "Machine learning", "Non-functional requirement", "Process (computing)", "Programming language", "Requirements analysis", "Requirements engineering", "Software", "Software construction", "Software... | https://openalex.org/T10260 | Information Systems | Computer Science | Physical Sciences | International Journal of Computational Intelligence and Applications | Imperial College Press | 7 | 0 | true | green | true | true | true | false | false | 2211.05286 | [] | 14 | 227 | true | 8 |
https://openalex.org/W7202275466 | 10.1002/jum.70412 | Artificial Intelligence–Based Multimodal Ultrasound Model for Prediction of Spontaneous Preterm Birth | OBJECTIVES: The primary aim of this study was to develop a multimodal artificial intelligence model for predicting spontaneous preterm birth using cervical 2-dimensional ultrasound and elastography images, as well as ultrasound parameters. METHODS: This prospective cohort study recruited pregnant women undergoing trans... | 2026-08-11 | 2,026 | article | en | ["Han Bai", "Hongning Xie", "Hui Shen", "L. Du", "Li-Hong Wu", "Lihe Zhang", "Qiao Zheng", "林美芳"] | 8 | ["Sun Yat-sen University", "The First Affiliated Hospital, Sun Yat-sen University"] | ["CN"] | Preterm Birth and Chorioamnionitis | ["Maternal and Perinatal Health Interventions", "Neonatal and fetal brain pathology", "Preterm Birth and Chorioamnionitis"] | ["Artificial neural network", "Cohort", "Deep learning", "Elastography", "Feature (linguistics)", "Prospective cohort study", "Ultrasound"] | https://openalex.org/T11290 | Epidemiology | Medicine | Health Sciences | Journal of Ultrasound in Medicine | Wiley | 1 | 38 | false | closed | true | false | true | true | false | [] | 11 | 254 | true | 8 | |
https://openalex.org/W4414937603 | 10.1145/3838726 | Generative AI for Autonomous Driving: Frontiers and Opportunities | Generative Artificial Intelligence (GenAI) constitutes a transformative technological wave that reconfigures industries through its unparalleled capabilities for content creation, reasoning, planning, and multimodal understanding. This revolutionary force offers the most promising path yet toward solving one of enginee... | 2026-08-07 | 2,026 | article | en | ["Can Cui", "Hong Hua", "Jiachen Li", "Kexin Tian", "Marco Pavone", "Renjie Li", "Shuo Xing", "Sulong Zhou", "Xiangbo Gao", "Yuping Wang", "Zhaobin Mo", "Zhengzhong Tu"] | 12 | ["Columbia University", "Georgia Institute of Technology", "Mitchell Institute", "Nomor Research (Germany)", "Purdue University West Lafayette", "Stanford University", "Texas A&M University", "University of Michigan", "University of Toronto", "University of Waterloo"] | ["CA", "DE", "US"] | Transportation and Mobility Innovations | ["Transportation and Mobility Innovations"] | ["Affordance", "Categorization", "Data-driven", "Generative grammar", "Generative model", "Key (lock)", "Transformative learning"] | https://openalex.org/T11942 | Automotive Engineering | Engineering | Physical Sciences | ACM Computing Surveys | Association for Computing Machinery | 1 | 0 | true | hybrid | true | true | true | false | false | 2505.08854 | [] | 8 | 160 | true | 8 |
https://openalex.org/W7201857534 | 10.5281/zenodo.21836502 | CAA-X V3: Intention is All You Need — A Manifesto for Goal-Driven AI | This repository contains V3 of the CAA-X (Cognitive Atom Architecture eXtension) research program, subtitled "Intention is All You Need: A Manifesto for Goal-Driven AI." V3 marks a deliberate paradigm shift from the engineering-focused V0–V2 trilogy toward a foundational critique of contemporary generative AI. It argue... | 2026-08-07 | 2,026 | preprint | en | ["Qi LU"] | 1 | ["Intellia Therapeutics (United States)"] | ["US"] | Alexander von Humboldt Studies | ["Alexander von Humboldt Studies", "Cognitive Science and Education Research", "Embodied and Extended Cognition"] | ["Abstraction", "Action (physics)", "Bridge (graph theory)", "Field (mathematics)", "Generative grammar", "Key (lock)", "Manifesto", "Meaning (existential)", "Paradigm shift"] | https://openalex.org/T13980 | Microbiology | Immunology and Microbiology | Life Sciences | Zenodo (CERN European Organization for Nuclear Research) | European Organization for Nuclear Research | 16 | 1 | true | green | true | false | true | false | false | [] | 13 | 374 | true | 8 | |
https://openalex.org/W7202136700 | 10.64071/3080-5724.1035 | Artificial Intelligence-Based Mobile Robots: Development Trends and Challenges | The integration of artificial intelligence (AI) with mobile robotics is transforming automation technologies, enabling advancements across industries such as manufacturing, healthcare, and hazardous material handling. As AI-driven mobile robots become increasingly prevalent, their ability to enhance operational efficie... | 2026-08-07 | 2,026 | article | en | ["Ahmed N. Abdalla", "F. Benedict", "Johnny Koh Siaw Paw", "Kharudin Ali", "Lee Yan Kang", "Liu Yao", "Yaw Chong Tak"] | 7 | ["Huai'an University", "TATI University College", "Universiti Tenaga Nasional", "Xiamen University Malaysia"] | ["CN", "MY"] | Autonomous Vehicle Technology and Safety | ["Advanced Neural Network Applications", "Autonomous Vehicle Technology and Safety", "Robotic Path Planning Algorithms"] | ["Automation", "Heuristics", "Key (lock)", "Mobile robot", "Robot", "Robotics"] | https://openalex.org/T11099 | Automotive Engineering | Engineering | Physical Sciences | Terra Joule Journal | 2 | 0 | true | bronze | true | true | true | false | false | [] | 8 | 162 | true | 8 | ||
https://openalex.org/W4407423003 | 10.1145/3837074 | Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey | Retrieval-Augmented Generation (RAG) enhances AI-generated content by integrating external knowledge, improving relevance, and reducing hallucinations. However, RAG also introduces risks related to reliability, safety, privacy, fairness, explainability, and accountability, which impact trustworthiness. While various me... | 2026-08-06 | 2,026 | article | en | ["Bo Ni", "Erik Blasch", "Franck Dernoncourt", "Krishnaram Kenthapadi", "Leyao Wang", "Luna Dong", "Md Mehrab Tanjim", "Meng Jiang", "Nesreen K. Ahmed", "Qingkai Zeng", "Ryan A. Rossi", "Tyler Derr", "Wenqi Fan", "Xiaorui Liu", "Xueqi Cheng", "Yinglong Xia", "Yongjia Lei", "Yu Wang", "Yuying Zhao", "Zheyuan Liu"] | 20 | ["Adobe Systems (United States)", "Florida State University", "Hong Kong Polytechnic University", "META Health", "Oracle (United States)", "United States Air Force Research Laboratory", "University of Notre Dame", "Vanderbilt University", "Yale University"] | ["HK", "US"] | Topic Modeling | ["Topic Modeling"] | ["Artificial intelligence", "Computer science", "Computer security", "Information retrieval", "Natural language processing", "Trustworthiness"] | https://openalex.org/T10028 | Artificial Intelligence | Computer Science | Physical Sciences | ACM Computing Surveys | Association for Computing Machinery | 9 | 0 | true | hybrid | true | true | true | false | false | 2502.06872 | [] | 11 | 125 | true | 8 |
https://openalex.org/W4408238041 | 10.1016/j.accinf.2026.100786 | Enhancing continuous auditing with large language models: AI-assisted real-time accounting information cross-verification | Continuous auditing (CA) faces challenges in analyzing textual data in real time. This study proposes a Large Language Model (LLM)-assisted framework for parsing real-time audit evidence from text to cross-verify accounting data. Following the design science methodology, the three-step framework involves 1) Preprocessi... | 2026-08-06 | 2,026 | article | en | ["Heejae Lee", "Huaxia Li", "Marcelo Machado de Freitas", "Miklos A. Vasarhelyi"] | 4 | ["Grand Valley State University", "Rutgers, The State University of New Jersey", "Universidade Federal de Santa Catarina", "University of Michigan–Dearborn"] | ["BR", "US"] | Financial Reporting and XBRL | ["Big Data and Business Intelligence", "Cloud Computing and Resource Management", "Financial Reporting and XBRL"] | ["Accounting", "Audit", "Business", "Computer science"] | https://openalex.org/T13794 | Management Information Systems | Business, Management and Accounting | Social Sciences | International Journal of Accounting Information Systems | Elsevier BV | 4 | 51 | true | hybrid | true | true | true | false | false | [] | 12 | 138 | true | 8 | |
https://openalex.org/W4414091311 | 10.1007/s11831-026-10738-w | A Comprehensive Review Tracing the Evolution of Volumetric Medical Imaging Analysis from Classic CNNs to Emerging AI-Agents | Abstract Volumetric medical imaging has redefined modern healthcare, enabling precise diagnosis, prognosis, and treatment planning. During the past decade, the field has undergone a paradigm shift from classical deep learning architectures to multimodal, agent-driven AI systems capable of uncovering rich volumetric bio... | 2026-08-05 | 2,026 | article | en | ["Daniya Najiha Abdul Kareem", "Irfan Hussain", "M. Zubair", "Mehbub Alam", "Mubashir Ahmad", "Muhammad Owais", "Sana Akhtar Naseer"] | 7 | ["Khalifa University of Science and Technology", "King Fahd University of Petroleum and Minerals", "Ollscoil na Gaillimhe – University of Galway", "Technology Innovation Institute", "University of Agricultural Sciences Raichur", "University of Engineering and Technology Lahore", "University of Management and Technology... | ["AE", "IE", "IN", "PK", "SA"] | Radiomics and Machine Learning in Medical Imaging | ["Artificial Intelligence in Healthcare and Education", "Radiomics and Machine Learning in Medical Imaging"] | ["Deep learning", "Field (mathematics)", "Generalization", "Generative grammar", "Medical imaging", "TRACE (psycholinguistics)", "Tracing", "Transformative learning"] | https://openalex.org/T12422 | Radiology, Nuclear Medicine and Imaging | Medicine | Health Sciences | Archives of Computational Methods in Engineering | Springer Science+Business Media | 5 | 0 | true | hybrid | true | true | true | false | false | [] | 17 | 257 | true | 8 | |
https://openalex.org/W7172091192 | 10.1038/s41746-026-02842-9 | Real-world use of large language models for mental health in 2024 | The extent to which people use general-purpose large language models (LLMs) for their mental health is unknown. Information about use patterns is important for clinicians, developers, and regulators. We surveyed U.S. adults (n = 1871) between August and October 2024 using stratified sampling across age, sex, and race/e... | 2026-08-01 | 2,026 | article | en | ["Elizabeth C. Stade", "Johannes C. Eichstaedt", "Samuel T. Campione", "Shannon Wiltsey Stirman", "Zoe M. Tait"] | 5 | ["Artificial Intelligence in Medicine (Canada)", "INSEAD", "National Center for PTSD", "Palo Alto University", "Stanford Medicine", "Stanford University", "University of California San Diego"] | ["CA", "FR", "US"] | Mental Health via Writing | ["Artificial Intelligence in Healthcare and Education", "Digital Mental Health Interventions", "Mental Health via Writing"] | ["Human factors and ergonomics", "Mental health", "Occupational safety and health", "Population", "Public health", "Suicide prevention", "Work (physics)"] | https://openalex.org/T12488 | Social Psychology | Psychology | Social Sciences | npj Digital Medicine | Nature Portfolio | 2 | 0 | true | gold | true | true | true | true | false | [] | 11 | 150 | true | 8 | |
https://openalex.org/W2969413092 | 10.1016/j.ejor.2026.08.031 | Opponent aware reinforcement learning | In certain reinforcement learning (RL) scenarios there are adversaries trying to interfere with the underlying reward process for their own benefit. We introduce Threatened Markov Decision Processes (TMDPs) as a framework to support an agent against potential opponents in an RL context as well as schemes resulting in n... | 2026-08-01 | 2,026 | article | en | ["David Gomez-Ullate Oteiza", "David Rı́os Insua", "Roi Naveiro", "Víctor Gallego"] | 4 | ["CUNEF Universidad", "IE University", "Institute of Mathematical Sciences"] | ["ES"] | Reinforcement Learning in Robotics | ["Advanced Software Engineering Methodologies", "Data Stream Mining Techniques", "Reinforcement Learning in Robotics"] | ["Adversary", "Artificial intelligence", "Computer science", "Computer security", "Error-driven learning", "Psychology", "Reinforcement", "Reinforcement learning", "Social psychology"] | https://openalex.org/T10462 | Artificial Intelligence | Computer Science | Physical Sciences | European Journal of Operational Research | Elsevier BV | 7 | 40 | true | hybrid | true | true | true | false | false | 1908.08773 | [] | 4 | 81 | true | 8 |
https://openalex.org/W4405562150 | 10.1145/3831684 | LLMs are Also Effective Embedding Models: An In-depth Overview | Large language models (LLMs) have revolutionized natural language processing by achieving state-of-the-art performance across various tasks. Recently, their effectiveness as embedding models has gained attention, marking a paradigm shift from traditional encoder-only models like ELMo and BERT to decoder-only, large-sca... | 2026-07-31 | 2,026 | article | en | ["Chongyang Tao", "J. L. ZHANG", "Kai Hua", "Shen Gao", "Shuai Ma", "Tao Shen", "Wenpen Hu", "Zhangwei Tao", "Zhen Li"] | 9 | ["Beihang University", "Peking University", "University of Electronic Science and Technology of China", "University of Technology Sydney"] | ["AU", "CN"] | Financial Distress and Bankruptcy Prediction | ["Artificial Intelligence in Law", "Financial Distress and Bankruptcy Prediction"] | ["Artificial intelligence", "Computer science", "Embedding", "History"] | https://openalex.org/T11653 | Accounting | Business, Management and Accounting | Social Sciences | ACM Transactions on Information Systems | 6 | 0 | true | green | true | true | true | false | false | 2412.12591 | [] | 9 | 230 | true | 7 | |
https://openalex.org/W7172028371 | 10.1038/s41746-026-02933-7 | Benchmarking and developing large language models using one million clinical trials | Abstract Developing artificial intelligence (AI) for clinical research requires a comprehensive data foundation for model benchmarking and development. Here, we introduce , a large-scale structured resource aggregating 1.6M clinical trial records from fifteen global registries linked with biomedical ontologies and lite... | 2026-07-31 | 2,026 | article | en | ["Jathurshan Pradeepkumar", "Jiacheng Lin", "Jimeng Sun", "Junyi Gao", "Pengcheng Jiang", "Qiao Jin", "Zhiyong Lu", "Zifeng Wang"] | 8 | ["Health Data Research UK", "Keiju Medical Center", "National Institutes of Health", "United States National Library of Medicine", "University of Edinburgh", "University of Illinois Urbana-Champaign"] | ["GB", "JP", "US"] | Artificial Intelligence in Healthcare and Education | ["Artificial Intelligence in Healthcare and Education", "Genomics and Rare Diseases", "Machine Learning in Healthcare"] | ["Benchmarking", "Clinical Practice", "Clinical trial", "Construct (python library)", "Foundation (evidence)", "Resource (disambiguation)", "Systematic review"] | https://openalex.org/T11636 | Health Informatics | Medicine | Health Sciences | npj Digital Medicine | Nature Portfolio | 1 | 0 | true | gold | true | true | true | false | false | [] | 11 | 140 | true | 7 | |
https://openalex.org/W4311554030 | 10.1214/25-sts985 | A Review of Off-Policy Evaluation in Reinforcement Learning | Reinforcement learning (RL) is one of the most vibrant research frontiers in machine learning and has been recently applied to solve a number of challenging problems. In this paper, we primarily focus on off-policy evaluation (OPE), one of the most fundamental topics in RL. In recent years, a number of OPE methods have... | 2026-07-31 | 2,026 | article | en | ["Chengchun Shi", "Masatoshi Uehara", "Nathan Kallus"] | 3 | ["Cornell University", "London School of Economics and Political Science", "New York Consortium in Evolutionary Primatology", "New York State College of Agriculture & Life Sciences"] | ["GB", "US"] | Reinforcement Learning in Robotics | ["Reinforcement Learning in Robotics"] | ["Algorithm", "Artificial intelligence", "Computer science", "Focus (optics)", "Machine learning", "Physics", "Reinforcement learning", "State (computer science)", "Statistical learning"] | https://openalex.org/T10462 | Artificial Intelligence | Computer Science | Physical Sciences | Statistical Science | Institute of Mathematical Statistics | 13 | 0 | true | green | true | true | true | false | false | 2212.06355 | [] | 8 | 93 | true | 7 |
https://openalex.org/W7171873331 | 10.5281/zenodo.21701945 | Two Evolutionary Trajectories and a Process-Regulation Gap: From the Evolution of Agency and External Trace to Large Language Models and AWM | Large language models combine a high-capacity computational substrate with access to a large portion of digitized human linguistic and cultural trace. This working paper develops a conceptual account of that convergence through two long trajectories: the evolution of agency and action capacity, and the evolution of ext... | 2026-07-30 | 2,026 | article | en | ["Alen Širola"] | 1 | [] | [] | Language and cultural evolution | ["Embodied and Extended Cognition", "Language and cultural evolution", "Neurobiology of Language and Bilingualism"] | ["Action (physics)", "Agency (philosophy)", "Argument (complex analysis)", "Convergence (economics)", "Function (biology)", "Generative grammar", "Language evolution", "Process (computing)", "TRACE (psycholinguistics)"] | https://openalex.org/T12090 | Cultural Studies | Social Sciences | Social Sciences | Zenodo (CERN European Organization for Nuclear Research) | European Organization for Nuclear Research | 8 | 3 | true | green | true | false | true | false | false | [] | 21 | 160 | true | 7 | |
https://openalex.org/W4401154799 | 10.1111/eip.70230 | Large Language Models for Individualized Psychoeducational Tools for Psychosis: A Cross‐Sectional Study | OBJECTIVE: This study aimed to evaluate the quality of GPT-4-generated responses to commonly asked psychosis-related psychoeducational questions from patients, caregivers and relatives in a first-episode psychosis programme. Evaluation focused on accuracy, clarity, inclusivity, completeness, clinical utility and overal... | 2026-07-30 | 2,026 | article | en | ["Daniel I. Jackson", "Emre Sezgın", "Ian McKay", "Musa Yilanli"] | 4 | ["Nationwide Children's Hospital", "The Ohio State University"] | ["US"] | Digital Mental Health Interventions | ["Digital Mental Health Interventions", "Mental Health Treatment and Access", "Schizophrenia research and treatment"] | ["CLARITY", "Clinical psychology", "Medicine", "Mental health", "Psychiatry", "Psychoeducation", "Psychological intervention", "Psychology", "Psychosis"] | https://openalex.org/T11519 | Applied Psychology | Psychology | Social Sciences | Early Intervention in Psychiatry | Wiley | 5 | 7 | true | hybrid | true | true | true | true | false | [] | 12 | 377 | true | 7 | |
https://openalex.org/W4414876892 | 10.1057/s41599-026-08465-5 | Fairness evaluation of large language models in academic library reference services | Abstract As libraries explore large language models (LLMs) for use in virtual reference services, a key question arises: Can LLMs serve all users equitably, regardless of demographics or social status? While they offer great potential for scalable support, LLMs may also reproduce societal biases embedded in their train... | 2026-07-30 | 2,026 | article | en | ["Haining Wang", "Hengyi Fu", "Jason Clark", "Ruiyang Chen", "Star Bradley", "Y. Zhang", "Yueru Yan", "Zuoyu Tian"] | 8 | ["Guangdong University of Foreign Studies", "Indiana University Bloomington", "Indiana University – Purdue University Indianapolis", "Macalester College", "Montana State University", "San Jose State University", "Wuhan University"] | ["CN", "US"] | Ethics and Social Impacts of AI | ["Ethics and Social Impacts of AI", "Privacy, Security, and Data Protection"] | ["Code (set theory)", "Demographics", "Key (lock)", "Minor (academic)", "Race (biology)"] | https://openalex.org/T10883 | Safety Research | Social Sciences | Social Sciences | Humanities and Social Sciences Communications | Palgrave Macmillan | 3 | 0 | true | gold | true | true | true | false | false | 2507.04224 | [] | 11 | 159 | true | 7 |
https://openalex.org/W7170684226 | 10.5281/zenodo.21529456 | Readout Genesis Standalone Synthesis: Information Epistemic Foundation, Conditioned Agency, and Meta-Readout Governance | This paper presents a journal-form synthesis of the Information Epistemic Foundation as a boundeddomain translation of Readout Genesis. The root contains retained distinctions, a graph-Laplacianoperator, ordered dynamics, context, and lineage; it does not contain belief, knowledge, truth, mind,institution, or conscious... | 2026-07-24 | 2,026 | preprint | ["Yaoharee Lahtee"] | 1 | [] | [] | Ethics and Social Impacts of AI | ["Ethics and Social Impacts of AI", "Knowledge Management and Technology", "University-Industry-Government Innovation Models"] | ["Bridge (graph theory)", "Consciousness", "Context (archaeology)", "Corporate governance", "Domain (mathematical analysis)", "Foundation (evidence)", "Identity (music)", "Normative", "Process (computing)"] | https://openalex.org/T10883 | Safety Research | Social Sciences | Social Sciences | Zenodo (CERN European Organization for Nuclear Research) | European Organization for Nuclear Research | 256 | 5 | true | green | true | false | true | false | false | [] | 12 | 260 | true | 7 | ||
https://openalex.org/W4390730779 | 10.1002/widm.70111 | Exploring Large Language Model‐Based Intelligent Agents: Definitions, Methods, and Prospects | ABSTRACT The concept of the intelligent agent represents a long‐standing pursuit in artificial intelligence. Recent breakthroughs in large language models (LLMs) have catalyzed a paradigm shift, enabling the development of sophisticated agents that exhibit advanced reasoning, planning, and tool‐use capabilities across ... | 2026-07-24 | 2,026 | article | en | ["Ceyao Zhang", "Feng Yin", "Junhua Zhao", "Sirui Hong", "Wenhao Li", "Xiangrui Meng", "Xiuqiang He", "Yuheng Cheng", "Zekai Wang", "Zhengwen Zhang", "Zihao Wang"] | 11 | ["Chinese University of Hong Kong, Shenzhen", "Peking University", "Shenzhen Technology University", "Tongji University", "Wisdom Health (United States)"] | ["CN", "US"] | Topic Modeling | ["Natural Language Processing Techniques", "Topic Modeling"] | ["Artificial intelligence", "Coding (social sciences)", "Computer science", "Data science", "Engineering", "Generalization", "Human–computer interaction", "Implementation", "Intelligent agent", "Interface (matter)", "Management science", "Natural language", "Natural language understanding", "Software engineering"] | https://openalex.org/T10028 | Artificial Intelligence | Computer Science | Physical Sciences | Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery | Wiley | 38 | 0 | true | green | true | true | true | false | false | 2401.03428 | [] | 10 | 209 | true | 7 |
https://openalex.org/W4364320763 | 10.1016/j.jfineco.2026.104335 | Can ChatGPT forecast stock price movements? Return predictability and large language models | 2026-07-24 | 2,026 | article | en | ["Alejandro Lopez-Lira", "Yuehua Tang"] | 2 | ["University of Florida"] | ["US"] | Stock Market Forecasting Methods | ["Financial Markets and Investment Strategies", "Forecasting Techniques and Applications", "Stock Market Forecasting Methods"] | ["Advertising", "Artificial intelligence", "Behavioral economics", "Business", "Computer science", "Econometrics", "Economics", "Finance", "Financial economics", "Geography", "Headline", "Investment decisions", "Mathematics", "Predictability", "Sentiment analysis", "Statistics", "Stock (firearms)", "Stock market"] | https://openalex.org/T11326 | Management Science and Operations Research | Decision Sciences | Social Sciences | Journal of Financial Economics | Elsevier BV | 398 | 62 | true | green | true | true | true | false | false | 2304.07619 | [] | 12 | 0 | false | 7 | |
https://openalex.org/W7170189932 | 10.1038/s41598-026-63136-4 | Automated seaweed species classification using deep learning and large language models | Seaweeds are foundational components of marine ecosystems and hold significant value in global aquaculture. Accurate and efficient identification of seaweed species is critical for biodiversity monitoring, ecological research, and sustainable management. This study evaluates a dual-approach framework for automated seaw... | 2026-07-23 | 2,026 | article | en | ["Fayrouz Ahmed", "Mahmoud Sami"] | 2 | ["Suez Canal University"] | ["EG"] | Marine and coastal plant biology | ["Marine Biology and Ecology Research", "Marine and coastal ecosystems", "Marine and coastal plant biology"] | ["Baseline (sea)", "Biodiversity", "Convolutional neural network", "Deep learning", "Field (mathematics)", "Identification (biology)", "Marine biodiversity", "Transfer of learning"] | https://openalex.org/T10643 | Oceanography | Earth and Planetary Sciences | Physical Sciences | Scientific Reports | Nature Portfolio | 2 | 26 | true | gold | true | true | true | true | false | [] | 11 | 183 | true | 7 | |
https://openalex.org/W7170149393 | 10.1016/j.aei.2026.105080 | A review of artificial intelligence in pedestrian evacuation safety: applications, challenges, and future LLM–XAI ecosystems | 2026-07-23 | 2,026 | article | en | ["Tong Lu", "Weikang Xie", "Xinyan Huang", "Yifei Ding", "Yuxin Zhang"] | 5 | ["Hong Kong Polytechnic University", "University of Hong Kong"] | ["HK"] | Evacuation and Crowd Dynamics | ["Evacuation and Crowd Dynamics", "Human Mobility and Location-Based Analysis", "Traffic Prediction and Management Techniques"] | ["Applications of artificial intelligence", "Benchmark (surveying)", "Intelligent decision support system", "Pedestrian", "Poison control", "Population"] | https://openalex.org/T11500 | Ocean Engineering | Engineering | Physical Sciences | Advanced Engineering Informatics | Elsevier BV | 3 | 98 | false | closed | true | false | true | false | false | [] | 15 | 0 | false | 7 | ||
https://openalex.org/W7170184151 | 10.1177/10591478261474243 | Artificial intelligence and its impact on creativity and diversity: An empirical study of large language model-generated product ideas | This research examines how well large language models (LLMs) generate new product ideas, focusing on new products for college students priced under $50. Through a series of studies, we identify key strengths and weaknesses of using LLMs for product innovation. Our first study shows that LLM-generated product ideas have... | 2026-07-22 | 2,026 | article | en | ["Christian Terwiesch", "Ethan Mollick", "Gideon Nave", "Karan Girotra", "Karl Ulrich", "Lennart Meincke"] | 6 | ["Cornell University", "University of Pennsylvania"] | ["US"] | Persona Design and Applications | ["AI in Service Interactions", "Open Source Software Innovations", "Persona Design and Applications"] | ["Creativity", "Diversity (politics)", "Empirical research", "Generalizability theory", "Pooling", "Product (mathematics)", "Quality (philosophy)", "Set (abstract data type)"] | https://openalex.org/T14074 | Human-Computer Interaction | Computer Science | Physical Sciences | Production and Operations Management | Wiley | 1 | 58 | true | hybrid | true | false | true | false | false | [] | 18 | 315 | true | 7 | |
https://openalex.org/W4416833731 | 10.1016/j.knosys.2026.116657 | GOFAI meets generative AI: Development of expert systems by means of large language models | The development of large language models (LLMs) has successfully transformed knowledge-based systems such as open domain question nswering, which can automatically produce vast amounts of seemingly coherent information. Yet, those models have several disadvantages like hallucinations or confident generation of incorrec... | 2026-07-21 | 2,026 | article | en | ["Cristina Puente", "Eduardo C. Garrido‐Merchán"] | 2 | [] | [] | Topic Modeling | ["AI-based Problem Solving and Planning", "Intelligent Tutoring Systems and Adaptive Learning", "Topic Modeling"] | ["Domain (mathematical analysis)", "Expert system", "Generative grammar", "Knowledge base", "Knowledge representation and reasoning", "Legal expert system", "Representation (politics)", "Scalability", "Subject-matter expert"] | https://openalex.org/T10028 | Artificial Intelligence | Computer Science | Physical Sciences | Knowledge-Based Systems | Elsevier BV | 1 | 0 | true | hybrid | true | true | true | false | false | 2507.13550 | [] | 14 | 163 | true | 7 |
https://openalex.org/W7170155783 | 10.64818/pijbas.3107.8478.0023 | The Architectural Foundation of Generative AI: A Patent Analysis of Google's Attention-Based Sequence Transduction Neural Networks (US 10,452,978 B2) | Purpose: To systematically examine the patent "Attention-Based Sequence Transduction Neural Networks" (US 10,452,978 B2) and evaluate its technological, strategic, and commercial significance as the foundational architecture of modern generative artificial intelligence. The study investigates how the patented invention... | 2026-07-20 | 2,026 | article | ["Isha Devadiga", "P. S. Aithal"] | 2 | ["Poornaprajna Institute of Management", "Poornaprajna Institute of Scientific Research"] | ["IN"] | Law, AI, and Intellectual Property | ["Artificial Intelligence Applications", "Digital Media and Visual Art", "Law, AI, and Intellectual Property"] | ["Architecture", "Artificial neural network", "Bottleneck", "Generative grammar", "Relevance (law)", "Sequence (biology)", "Transformative learning", "USable"] | https://openalex.org/T13851 | Artificial Intelligence | Computer Science | Physical Sciences | Poornaprajna International Journal of Basic & Applied Sciences (PIJBAS) | 3 | 24 | false | closed | true | false | true | false | false | [] | 19 | 345 | true | 7 | |||
https://openalex.org/W7169763511 | 10.1016/j.inffus.2026.104586 | Integrating graphs, large language models, and agents: Reasoning and retrieval | Generative AI, particularly large language models (LLMs), is increasingly integrating graph-based representations to enhance reasoning, retrieval, and structured decision-making. Despite rapid progress, there remains limited clarity on when, why, and how different graph-LLM integration strategies are most effective acr... | 2026-07-20 | 2,026 | article | en | ["Ali Ghorbani", "Hamed Jelodar", "Mohammad Meymani", "Parisa Hamedi", "Roozbeh Razavi‐Far", "Samita Bai"] | 6 | ["University of New Brunswick"] | ["CA"] | Multimodal Machine Learning Applications | ["Advanced Graph Neural Networks", "Multimodal Machine Learning Applications", "Topic Modeling"] | ["CLARITY", "Categorization", "Data integration", "Dependency (UML)", "Focus (optics)", "Generative grammar", "Key (lock)", "Modalities", "Task (project management)"] | https://openalex.org/T11714 | Computer Vision and Pattern Recognition | Computer Science | Physical Sciences | Information Fusion | Elsevier BV | 2 | 40 | true | hybrid | true | false | true | false | false | [] | 10 | 178 | true | 7 | |
https://openalex.org/W4415900642 | 10.1016/j.future.2026.108714 | Generative AI in the age of quantum computing: A taxonomy, architectural elements and future directions | Generative AI has emerged as a transformative paradigm for diverse applications, yet the escalating scale of modern models exposes critical computational and memory bottlenecks in classical hardware. This paper investigates the intersection of quantum computing and generative artificial intelligence (QGAI) to address t... | 2026-07-17 | 2,026 | article | en | ["Ishika Goyal", "Rajkumar Buyya", "Siva Sai", "Vinay Chamola"] | 4 | ["Apple (Israel)", "Birla Institute of Technology and Science, Pilani", "National University of Singapore", "The University of Melbourne"] | ["AU", "IL", "IN", "SG"] | Quantum Computing Algorithms and Architecture | ["Big Data and Digital Economy", "Quantum Computing Algorithms and Architecture", "Quantum many-body systems"] | ["Generative grammar", "Generative model", "Intersection (aeronautics)", "Quantum", "Scale (ratio)", "Transformative learning"] | https://openalex.org/T10682 | Artificial Intelligence | Computer Science | Physical Sciences | Future Generation Computer Systems | Elsevier BV | 5 | 0 | true | hybrid | true | true | true | false | false | [] | 15 | 162 | true | 7 | |
https://openalex.org/W7169567491 | 10.1002/nau.70385 | Artificial Intelligence Large Language Models for Pelvic Floor Rehabilitation: Readabilty, Usability and Consistency | BACKGROUND: Nowadays, artificial intelligence Large Language Models (LLMs) are widely used by patients and physicians alike to investigate various medical topics. Pelvic floor rehabilitation has become a popular subject in recent years. OBJECTIVES: The aim of this study is to assess and compare the usability, readabili... | 2026-07-17 | 2,026 | article | en | ["Ayşe Naz Kalem Özgen", "Esra Çelik Karbancioğlu", "Nihal Tezel"] | 3 | ["Gazi University", "Sağlık Bilimleri Üniversitesi", "Turkish Armed Forces", "University of Health Science", "University of Health Sciences Antigua"] | ["AG", "KH", "TR"] | Artificial Intelligence in Healthcare and Education | ["Artificial Intelligence in Healthcare and Education", "Clinical Reasoning and Diagnostic Skills", "Machine Learning in Healthcare"] | ["Consistency (knowledge bases)", "Pelvic floor", "Quality (philosophy)", "Readability", "Reading (process)", "Rehabilitation", "Usability"] | https://openalex.org/T11636 | Health Informatics | Medicine | Health Sciences | Neurourology and Urodynamics | Wiley | 1 | 31 | false | closed | true | false | true | true | false | [] | 13 | 248 | true | 7 | |
https://openalex.org/W4404345339 | 10.20935/acadai8422 | Agency in the age of generative AI: a critical review of educational implications | Conversations regarding the societal implications of artificial intelligence (AI) and its integration into educational processes are ongoing. An area of great significance in this regard is agency, including how the use of AI technologies impacts an individual’s ability to exercise autonomy. In educational contexts, th... | 2026-07-17 | 2,026 | article | en | ["Jasper Roe", "Mike Perkins"] | 2 | ["British University Vietnam", "Durham University"] | ["GB", "VN"] | Online Learning and Analytics | ["Artificial Intelligence in Education", "Ethics and Social Impacts of AI", "Online Learning and Analytics"] | ["Agency (philosophy)", "Artificial intelligence", "Cartography", "Computer science", "Generative grammar", "Geography", "Political science", "Qualitative research", "Social science", "Sociology", "Thematic analysis", "Thematic map"] | https://openalex.org/T11122 | Computer Science Applications | Computer Science | Physical Sciences | Academia AI and Applications | 13 | 68 | true | green | true | true | true | false | false | 2411.00631 | [] | 13 | 194 | true | 7 | |
https://openalex.org/W7168371839 | 10.1016/j.apenergy.2026.128319 | LLM-guided safe reinforcement learning for energy system topology reconfiguration | 2026-07-15 | 2,026 | article | en | ["Chao Shen", "Jie Song", "Mingyang Sun", "Xu Wan", "Zongyan Zhang"] | 5 | ["Peking University", "Robotics Research (United States)", "Zhejiang University"] | ["CN", "US"] | Optimal Power Flow Distribution | ["Optimal Power Flow Distribution", "Power System Optimization and Stability", "Smart Grid Security and Resilience"] | ["Control reconfiguration", "Electric power system", "Grid", "Markov decision process", "Reinforcement learning", "Renewable energy", "Scalability", "Smart grid", "Topology (electrical circuits)"] | https://openalex.org/T10454 | Electrical and Electronic Engineering | Engineering | Physical Sciences | Applied Energy | Elsevier BV | 2 | 21 | false | closed | true | false | true | false | false | [] | 9 | 0 | false | 7 | ||
https://openalex.org/W7168376709 | 10.1007/s13312-026-00396-3 | Comparative Interpretation of Pediatric Electrocardiograms by Large Language Models and a Pediatrician | 2026-07-15 | 2,026 | article | en | ["Ayşe Büşra Paydaş", "Fatih Şap", "Mehmet Burhan Oflaz", "Talha Kuyucuoğlu", "Tamer Baysal", "Uğur Saraç", "Zeynep Çeliktaş"] | 7 | ["Necmettin Erbakan University"] | ["TR"] | ECG Monitoring and Analysis | ["Cardiac electrophysiology and arrhythmias", "ECG Monitoring and Analysis", "Phonocardiography and Auscultation Techniques"] | ["Diagnostic accuracy", "Emergency department", "Human factors and ergonomics", "Interpretation (philosophy)", "MEDLINE", "Receiver operating characteristic", "Reliability (semiconductor)"] | https://openalex.org/T11021 | Cardiology and Cardiovascular Medicine | Medicine | Health Sciences | Indian Pediatrics | Springer Science+Business Media | 2 | 20 | false | closed | true | false | true | true | false | [] | 12 | 0 | false | 7 | ||
https://openalex.org/W7168286876 | 10.1145/3828658 | Recent Advances in Transformer and Large Language Models for UAV Applications | The rapid advancement of Transformer-based models has reshaped the landscape of uncrewed aerial vehicle (UAV) systems by enhancing perception, decision-making, and autonomy. This review article systematically categorizes and evaluates recent developments in Transformer architectures applied to UAVs, including attention... | 2026-07-14 | 2,026 | article | en | ["Dusit (Tao) Niyato", "Hamza Kheddar", "Mohamed Chahine Ghanem", "Mustapha Hemis", "Yassine Habchi"] | 5 | ["Keele University", "Nanyang Technological University", "Northwest African American Museum", "University Yahia Fares of Medea", "University of Liverpool", "University of Sciences and Technology Houari Boumediene"] | ["DZ", "GB", "SG", "US"] | UAV Applications and Optimization | ["Advanced Memory and Neural Computing", "Advanced Neural Network Applications", "UAV Applications and Optimization"] | ["Convolutional neural network", "Key (lock)", "Language model", "Reinforcement learning", "Taxonomy (biology)", "Transformer"] | https://openalex.org/T11133 | Aerospace Engineering | Engineering | Physical Sciences | ACM Computing Surveys | Association for Computing Machinery | 5 | 92 | true | hybrid | true | true | true | false | false | 2508.11834 | [] | 11 | 138 | true | 7 |
https://openalex.org/W7168184573 | 10.1109/comst.2026.3712862 | Tutorial on large language model-enhanced reinforcement learning for wireless networks | Reinforcement Learning (RL) has shown remarkable success in enabling adaptive and data-driven optimization for various applications in wireless networks. However, classical RL suffers from limitations in generalization, learning feedback, interpretability, and sample efficiency in dynamic wireless environments. Large L... | 2026-07-13 | 2,026 | article | en | ["Jiawen Kang", "Lingyi Cai", "Ruichen Zhang", "Shiwen Mao", "Tao Jiang", "Wenjie Fu", "Xianbin Wang", "Xuemin Shen", "Yinqiu Liu", "Yuxi Huang", "Zehui; id_orcid 0000-0002-4440-941X Xiong"] | 11 | [] | [] | Reinforcement Learning in Robotics | ["Advanced MIMO Systems Optimization", "Age of Information Optimization", "Reinforcement Learning in Robotics"] | ["Categorization", "Reinforcement learning", "Transformative learning", "Wireless", "Wireless network"] | https://openalex.org/T10462 | Artificial Intelligence | Computer Science | Physical Sciences | Research Portal (Queen's University Belfast) | Queen's University Belfast | 1 | 0 | true | green | true | false | true | false | false | [] | 10 | 172 | true | 7 | |
https://openalex.org/W7168134950 | 10.1007/s12541-026-01573-x | Practical Human–Robot Interaction (HRI) through Large Language Model (LLM)-based Voice-to-Action Systems | Abstract Voice interaction has been actively studied in human–robot interaction (HRI) for decades, yet deploying spoken interfaces on physical mobile manipulators remains challenging because language is ambiguous, tasks are long-horizon, and robot actions must be grounded to perception and motion under real-world uncer... | 2026-07-13 | 2,026 | article | en | ["Cheonghwa Lee", "Geunyoung Heo", "Kisu Ok", "Sung‐Hoon Ahn"] | 4 | ["Kumoh National Institute of Technology", "Seoul National University", "University of Connecticut"] | ["KR", "US"] | Social Robot Interaction and HRI | ["Multimodal Machine Learning Applications", "Robot Manipulation and Learning", "Social Robot Interaction and HRI"] | ["Executable", "Gesture", "Interface (matter)", "Language model", "Mobile robot", "Perception", "Robot", "Spoken language", "Transparency (behavior)"] | https://openalex.org/T10709 | Social Psychology | Psychology | Social Sciences | International Journal of Precision Engineering and Manufacturing | Springer Science+Business Media | 2 | 26 | true | hybrid | true | true | true | false | false | [] | 11 | 220 | true | 7 | |
https://openalex.org/W4404355197 | 10.1145/3816260 | Defining and Evaluating Physical Safety for Large Language Models | Large language models (LLMs) are increasingly used to control robotic systems such as drones, but their risks of causing physical threats and harm in real-world applications remain unexplored. Our study addresses the critical gap in evaluating LLM physical safety by developing a comprehensive benchmark for drone contro... | 2026-07-13 | 2,026 | article | en | ["Pin-Yu Chen", "Tsung-Yi Ho", "Yung-Chen Tang"] | 3 | ["Chinese University of Hong Kong"] | ["HK"] | Risk and Safety Analysis | ["Occupational Health and Safety Research", "Risk and Safety Analysis", "Safety Systems Engineering in Autonomy"] | ["Computer science"] | https://openalex.org/T11357 | Statistics, Probability and Uncertainty | Decision Sciences | Social Sciences | Communications of the ACM | Association for Computing Machinery | 2 | 0 | true | hybrid | true | true | true | false | false | 2411.02317 | [] | 9 | 150 | true | 7 |
https://openalex.org/W3191320263 | 10.1038/s41398-026-04266-1 | Phenotyping antidepressant treatment response with deep learning in electronic health records | ABSTRACT Efficient, accurate phenotyping for antidepressant treatment response in electronic health records (EHRs) could facilitate precision psychiatry applications but remains a challenge. Increasingly, artificial intelligence methods using “deep learning” applied to clinical data have shown promise in complex classi... | 2026-07-10 | 2,026 | article | en | ["Colin Magdamo", "Deborah Blacker", "Jordan W. Smoller", "Matthew Miller", "Sudeshna Das", "Yi-han Sheu"] | 6 | ["Broad Institute", "Center for Systems Biology", "Harvard University", "Massachusetts General Hospital", "Northeastern University"] | ["US"] | Machine Learning in Healthcare | ["Machine Learning in Healthcare", "Mental Health Research Topics", "Mental Health via Writing"] | ["Antidepressant", "Anxiety", "Artificial intelligence", "Computer science", "Deep learning", "Depression (economics)", "Electronic health record", "Health care", "Internal medicine", "Machine learning", "Medical prescription", "Medical record", "Medicine", "Psychiatry", "Random forest", "Receiver operating characteris... | https://openalex.org/T13702 | Artificial Intelligence | Computer Science | Physical Sciences | Translational Psychiatry | Springer Nature | 5 | 21 | true | gold | true | true | true | true | false | [] | 11 | 243 | true | 7 | |
https://openalex.org/W7167908967 | 10.3390/bdcc10070233 | AI-Driven Software Testing: A Review | The rapid evolution of software complexity demands more efficient and autonomous testing mechanisms. Artificial intelligence (AI) has emerged as a solution to the limitations of traditional manual testing in software development, which is time-consuming, prone to human error, and unable to scale with the increasing siz... | 2026-07-10 | 2,026 | article | en | ["Guilherme Martins", "Jorge Bernardino", "Nelson Tenório"] | 3 | ["Centro Universitário Cesumar", "Polytechnic Institute of Coimbra", "University of Coimbra"] | ["BR", "PT"] | Software Testing and Debugging Techniques | ["Software Reliability and Analysis Research", "Software System Performance and Reliability", "Software Testing and Debugging Techniques"] | ["Applications of artificial intelligence", "Component-based software engineering", "Key (lock)", "Robotics", "Software", "Software construction", "Software deployment", "Software evolution", "Software system"] | https://openalex.org/T10743 | Software | Computer Science | Physical Sciences | Big Data and Cognitive Computing | Multidisciplinary Digital Publishing Institute | 2 | 40 | true | gold | true | false | true | false | false | [] | 5 | 227 | true | 7 | |
https://openalex.org/W4405561548 | 10.1007/s43681-026-01190-4 | The open-source advantage in large language models (LLMs) | 2026-07-09 | 2,026 | article | en | ["Jasser Jasser", "Jiya Manchanda", "Laura Boettcher", "Matheus Westphalen"] | 4 | ["Rollins College"] | ["US"] | Natural Language Processing Techniques | ["Natural Language Processing Techniques"] | ["Computer science"] | https://openalex.org/T10181 | Artificial Intelligence | Computer Science | Physical Sciences | AI and Ethics | Springer Nature | 9 | 0 | true | green | true | true | true | false | false | 2412.12004 | [] | 8 | 0 | false | 7 | |
https://openalex.org/W4388748472 | 10.1038/s44184-026-00227-0 | PsyEval: a comprehensive large language model evaluation benchmark for mental health | Evaluating large language models (LLMs) in the mental health domain presents distinct challenges due to the subtle, context-dependent, and subjective nature of psychological symptoms. We introduce PsyEval, a benchmark specifically designed to evaluate LLMs in mental health-related tasks across three core dimensions: kn... | 2026-07-09 | 2,026 | article | en | ["Dilawaier Dilixiati", "Haoan Jin", "Kenny Q. Zhu", "Mengyue Wu", "Siyuan Chen", "Yewei Jiang"] | 6 | ["Peking University", "Shanghai Children's Hospital", "Shanghai Jiao Tong University", "The University of Texas at Arlington"] | ["CN", "US"] | Mental Health via Writing | ["Mental Health via Writing", "Topic Modeling"] | ["Benchmark (surveying)", "Computer science", "Domain (mathematical analysis)", "Economics", "Geography", "Management", "Mathematics", "Mental health", "Political science", "Psychiatry", "Psychology", "Realm", "Task (project management)"] | https://openalex.org/T12488 | Social Psychology | Psychology | Social Sciences | npj Mental Health Research | Springer Science+Business Media | 5 | 0 | true | gold | true | true | true | true | false | 2311.09189 | [] | 11 | 117 | true | 7 |
https://openalex.org/W7167845123 | 10.1126/science.adz4351 | Autonomous biomedical research with an artificial intelligence agent | Biomedical research is increasingly constrained by repetitive, fragmented workflows that slow discovery. We introduce Biomni, a general-purpose biomedical artificial intelligence agent that autonomously executes diverse research tasks. To map the biomedical action space, Biomni's action-discovery agent mines tools, dat... | 2026-07-09 | 2,026 | article | en | ["Aviv Regev", "Deniz Kavi", "Di Yin", "G. L. Li", "Hanchen Wang", "J T Carter", "J Zhang", "Jingtian Zhou", "Jonathan A. Bernstein", "Jure Leskovec", "Kexin Huang", "Le Cong", "Lin Qiu", "Liu S", "M Snyder", "Matthew T. Wheeler", "Mengdi Wang", "Peng He", "Rick Wierenga", "Ryan Li", "Shiyi Cao", "Shruti Marwaha", "Tia... | 28 | ["Arc Research Institute", "Mission Bio (United States)", "Palo Alto Institute", "Princeton University", "Redwood Scientific (United States)", "Stanford University", "Sunesis (United States)", "University of California, Berkeley", "University of California, San Francisco", "University of Washington"] | ["US"] | Biomedical Text Mining and Ontologies | ["Biomedical Text Mining and Ontologies", "Genomics and Rare Diseases", "Topic Modeling"] | ["Architecture", "Automated planning and scheduling", "Autonomous agent", "Benchmarking", "Generalization", "Workflow"] | https://openalex.org/T11710 | Molecular Biology | Biochemistry, Genetics and Molecular Biology | Life Sciences | Science | American Association for the Advancement of Science | 8 | 164 | false | closed | true | false | true | true | false | [] | 8 | 123 | true | 7 | |
https://openalex.org/W4409544646 | 10.1108/jiabr-03-2025-0141 | Shariah governance standard on generative AI for Islamic financial institutions | Purpose This paper aims to develop a Shariah governance framework for the integration of generative artificial intelligence (AI) within Islamic financial institutions (IFIs). The framework is designed to ensure that AI applications are aligned with Islamic legal and ethical principles, thereby mitigating risks associat... | 2026-07-08 | 2,026 | article | en | ["Hassnian Ali", "Muhammad Bilal Zafar"] | 2 | ["Hamad bin Khalifa University", "University of Technology Malaysia"] | ["MY", "QA"] | Islamic Finance and Banking Studies | ["FinTech, Crowdfunding, Digital Finance", "Islamic Finance and Banking Studies", "Islamic Finance and Communication"] | ["Accounting", "Artificial intelligence", "Business", "Computer science", "Corporate governance", "Finance", "Generative grammar", "Geography", "Islam", "Islamic banking", "Islamic finance"] | https://openalex.org/T11365 | Accounting | Business, Management and Accounting | Social Sciences | Journal of Islamic accounting and business research | Emerald Publishing Limited | 8 | 25 | true | green | true | false | true | false | false | [] | 10 | 186 | true | 7 | |
https://openalex.org/W7167628471 | 10.1007/s42421-026-00163-7 | Predicting Glare-Related Traffic Outcomes with Transformer-Based Explainable Tabular Deep Learning | Abstract Glare from both low sun angles under daytime conditions and headlight exposure under nighttime conditions degrades driver visibility and remains a persistent challenge for safe roadway operation, yet the mechanisms governing outcome differentiation under glare conditions across complex roadway, vehicle, and dr... | 2026-07-08 | 2,026 | article | en | ["Anika Baitullah", "Sharif Ahmed Rafat", "Shriyank Somvanshi", "Subasish Das"] | 4 | ["Texas State University"] | ["US"] | Traffic and Road Safety | ["Traffic Prediction and Management Techniques", "Traffic and Road Safety", "Traffic control and management"] | ["Deep learning", "GLARE", "Limiting", "Outcome (game theory)", "Resampling", "Scalability", "Software deployment", "Visibility"] | https://openalex.org/T10370 | Safety, Risk, Reliability and Quality | Engineering | Physical Sciences | Data Science for Transportation | Springer Science+Business Media | 2 | 50 | true | hybrid | true | true | true | false | false | [] | 10 | 240 | true | 7 | |
https://openalex.org/W7167680454 | 10.1038/s41586-026-10742-x | Large language models can predict the results of social science experiments | 2026-07-08 | 2,026 | article | en | ["Ashwini Ashokkumar", "Isaias Ghezae", "Luke Hewitt", "Robb Willer"] | 4 | ["Harvard University", "Harvard University Press", "Stanford Medicine", "Stanford University"] | ["US"] | Computational and Text Analysis Methods | ["Artificial Intelligence in Healthcare and Education", "Computational and Text Analysis Methods", "Mental Health via Writing"] | ["Behavioural sciences", "Computational sociology", "Cutoff", "Intervention (counseling)", "Language model", "Social influence"] | https://openalex.org/T13910 | General Social Sciences | Social Sciences | Social Sciences | Nature | Nature Portfolio | 6 | 59 | false | closed | true | false | true | true | false | [] | 11 | 0 | false | 7 | ||
https://openalex.org/W7167717932 | 10.1177/02655322261458364 | Assessing Interactional Competence Through Generative AI: Comparing Large Language Models as AI Interlocutors in the Paired Oral Discussion Test | Interactional competence (IC) is essential for oral communication assessment, yet human partner variability can introduce construct-irrelevant variance in paired speaking tests. As an alternative to a test with a human interlocutor, this study describes the development of a large language model (LLM)-driven Spoken Dial... | 2026-07-08 | 2,026 | article | en | ["Inyoung Na"] | 1 | ["Iowa State University"] | ["US"] | AI in Service Interactions | ["AI in Service Interactions", "Intelligent Tutoring Systems and Adaptive Learning", "Social Robot Interaction and HRI"] | ["Competence (human resources)", "Generative grammar", "Language proficiency", "Linguistic competence", "Perception", "Spoken language", "Test (biology)"] | https://openalex.org/T12128 | Artificial Intelligence | Computer Science | Physical Sciences | Language Testing | SAGE Publishing | 3 | 19 | false | closed | true | false | true | false | false | [] | 19 | 195 | true | 7 | |
https://openalex.org/W4415319839 | 10.1038/s41746-026-02915-9 | Large language models are powerful electronic health record encoders | Electronic health records (EHRs) offer considerable potential for clinical prediction, but their complexity and heterogeneity challenge traditional machine learning. Domain-specific electronic health record foundation models trained on unlabeled EHR data have shown improved predictive accuracy and generalization. Howev... | 2026-07-06 | 2,026 | article | en | ["Benjamin Wild", "David Sontag", "Georg von Arnim", "Gerhard Hindricks", "Noel Kronenberg", "Roland Eils", "Stefan Hegselmann", "Tillmann Rheude"] | 8 | ["Berlin Institute of Health at Charité - Universitätsmedizin Berlin", "Charité - Universitätsmedizin Berlin", "Deutsches Herzzentrum der Charité", "Freie Universität Berlin", "Fudan University", "Massachusetts Department of Public Health", "Massachusetts Institute of Technology"] | ["CN", "DE", "US"] | Machine Learning in Healthcare | ["Machine Learning in Healthcare"] | ["Biobank", "Coding (social sciences)", "ENCODE", "Electronic health record", "Encoder", "Health informatics", "Language model", "Natural language", "Robustness (evolution)", "Vocabulary"] | https://openalex.org/T13702 | Artificial Intelligence | Computer Science | Physical Sciences | npj Digital Medicine | Nature Portfolio | 5 | 0 | true | gold | true | true | true | true | false | 2502.17403 | [] | 9 | 155 | true | 7 |
https://openalex.org/W4390037346 | 10.1287/mnsc.2024.06807 | Bank Run, Interrupted: Modeling Deposit Withdrawals with Generative AI | I study depositor behavior in panic-driven bank runs using an LLM-based survey simulation. I build a representative population of synthetic agents by assigning demographic attributes, expose them to a viral panic post, and randomize bank communication interventions. I validate model responses against human benchmarks, ... | 2026-07-06 | 2,026 | article | en | ["Sophia Kazinnik"] | 1 | ["Federal Reserve", "Stanford University"] | ["US"] | Banking stability, regulation, efficiency | ["Banking stability, regulation, efficiency", "FinTech, Crowdfunding, Digital Finance", "Islamic Finance and Banking Studies"] | ["Artificial intelligence", "Business", "Computer science", "Generative grammar"] | https://openalex.org/T10127 | Finance | Economics, Econometrics and Finance | Social Sciences | Management Science | Institute for Operations Research and the Management Sciences | 9 | 37 | true | green | true | false | true | false | false | [] | 9 | 122 | true | 7 | |
https://openalex.org/W7167507847 | 10.1038/s41467-026-75004-w | Applying Artificial Intelligence and machine learning in precision nutrition | A key feature of the Precision Nutrition and Health approach is the ability to tailor interventions to individual variability using multimodal data from large-scale biobanks and cohorts. Artificial intelligence (AI) and machine learning (ML) models offer new potential to model complex data but remain constrained by cha... | 2026-07-06 | 2,026 | article | en | ["Daniel McDonald", "David Erickson", "Fei Wang", "Haym Hirsh", "Ioanna Pagani", "Jonathan Kirkland", "Julia L. Finkelstein", "Lucas Patel", "M Wells", "Marie Gantz", "Olivier Elemento", "Paraskevi Massara", "Rob Knight", "Samantha L Huey", "Saurabh Mehta"] | 15 | ["Cornell University", "Hong Kong Jockey Club", "La Jolla Bioengineering Institute", "Lander Institute", "New York State College of Agriculture & Life Sciences", "RTI International", "St.John's Medical College Hospital", "University of California San Diego", "University of Hong Kong", "Weill Cornell Medicine"] | ["HK", "IL", "IN", "US"] | Nutrition, Genetics, and Disease | ["Dietetics, Nutrition, and Education", "Nutrition, Genetics, and Disease", "Nutritional Studies and Diet"] | ["Applications of artificial intelligence", "Artificial Intelligence System", "Checklist", "Deep learning", "Precision medicine"] | https://openalex.org/T13984 | Genetics | Biochemistry, Genetics and Molecular Biology | Life Sciences | Nature Communications | Nature Portfolio | 3 | 121 | true | gold | true | true | true | true | false | [] | 9 | 102 | true | 7 | |
https://openalex.org/W7167518837 | 10.3389/fmed.2026.1866874 | Applications of natural language processing and large language models in sports injury assessment and rehabilitation decision-making: a scoping review | Objective: This study aims to provide a scoping review of the current applications of natural language processing (NLP) and large language models (LLMs) in the assessment of sports injuries and rehabilitation decision-making, with the goal of identifying the technical methods, data sources, target populations, key find... | 2026-07-06 | 2,026 | article | en | ["Hao Wang", "Lirong Hu", "Xiangjin Wang", "Youxian Liu"] | 4 | ["Fujian University of Traditional Chinese Medicine"] | ["CN"] | Artificial Intelligence in Healthcare and Education | ["Artificial Intelligence in Healthcare and Education", "Mental Health via Writing", "Traumatic Brain Injury Research"] | ["Athletes", "Data collection", "Health care", "Occupational safety and health", "Plain language", "Quality (philosophy)", "Readability", "Rehabilitation", "Sports medicine"] | https://openalex.org/T11636 | Health Informatics | Medicine | Health Sciences | Frontiers in Medicine | Frontiers Media | 1 | 44 | true | gold | true | true | true | true | false | [] | 19 | 278 | true | 7 | |
https://openalex.org/W7169773287 | 10.70917/ijcisim-2026-2708 | Generative AI-Enabled Micro-Frontend Framework for Scalable and Intelligent Enterprise Retail Applications | Generative artificial intelligence (AI) and micro-frontend architectures are two of the most disruptive technologies on this planet today, with enormous potential to change how we build large scale enterprise retail applications. We present a novel strategy to integrate generative AI capabilities into a micro-frontend ... | 2026-07-04 | 2,026 | article | ["Bhuvan Chandra Kasarapu"] | 1 | ["TRC Companies (United States)"] | ["US"] | Digital Transformation in Industry | ["AI in Service Interactions", "Digital Transformation in Industry", "Software System Performance and Reliability"] | ["Component (thermodynamics)", "Consistency (knowledge bases)", "Generative grammar", "Modular design", "Resilience (materials science)", "Scalability", "Scale (ratio)", "Software deployment"] | https://openalex.org/T10763 | Industrial and Manufacturing Engineering | Engineering | Physical Sciences | International Journal of Computer Information Systems and Industrial Management Applications | 4 | 0 | true | diamond | true | true | true | false | false | [] | 11 | 209 | true | 7 | |||
https://openalex.org/W4391940875 | 10.1038/s44386-026-00054-5 | Generative AI for controllable protein sequence design: A survey | The design of novel protein sequences with targeted functionalities underpins a central theme in protein engineering, impacting diverse fields such as drug discovery and enzymatic engineering. However, navigating this vast combinatorial search space remains a severe challenge due to time and financial constraints. This... | 2026-07-03 | 2,026 | article | en | ["Chang‐Yu Hsieh", "Hongxia Xu", "Jialu Wu", "Jian Wu", "Mingze Yin", "Tingjun Hou", "Weize Liu", "Yiheng Zhu", "Yuqiang Han", "Zitai Kong"] | 10 | ["Hangzhou Wanxiang Polytechnic", "Second Affiliated Hospital of Zhejiang University", "State Grid Corporation of China (China)", "Zhejiang Lab", "Zhejiang University", "Zhejiang University of Science and Technology"] | ["CN"] | Evolutionary Algorithms and Applications | ["Evolutionary Algorithms and Applications", "Machine Learning in Bioinformatics"] | ["Artificial intelligence", "Biochemistry", "Chemistry", "Computer science", "Generative grammar", "Sequence (biology)"] | https://openalex.org/T11975 | Artificial Intelligence | Computer Science | Physical Sciences | npj Drug Discovery. | News UK | 4 | 0 | true | gold | true | true | true | true | false | 2402.10516 | [] | 9 | 142 | true | 7 |
https://openalex.org/W7167273491 | 10.1038/s43016-026-01380-7 | Artificial intelligence for food innovation | 2026-07-03 | 2,026 | article | en | ["Anna Thomas", "Benjamin Sanchez-Lengeling", "Bianca Datta", "Dan Jurafsky", "David L. Kaplan", "Ellen Kuhl", "Giorgia Del Missier", "Ilias Tagkopoulos", "Karim Pichara", "Kristina Gligorić", "Lisa Neidhardt", "Markus J. Buehler", "Miek Schlangen", "Nicholas J. Watson", "Rodrigo Ledesma‐Amaro", "Skyler R. St. Pierre",... | 17 | ["Agency for Science, Technology and Research", "ISCO International (United States)", "Imperial College London", "International Food Policy Research Institute", "Johns Hopkins University", "Massachusetts Institute of Technology", "Stanford University", "Tufts University", "University of California, Davis", "University ... | ["CA", "DK", "GB", "SG", "US"] | Nutrition, Genetics, and Disease | ["Agriculture Sustainability and Environmental Impact", "Consumer Attitudes and Food Labeling", "Nutrition, Genetics, and Disease"] | ["Applications of artificial intelligence", "Corporate governance", "Food industry", "Food processing", "Food systems", "Transformative learning", "Transparency (behavior)"] | https://openalex.org/T13984 | Genetics | Biochemistry, Genetics and Molecular Biology | Life Sciences | Nature Food | Nature Portfolio | 5 | 92 | false | closed | true | false | true | true | false | [] | 5 | 0 | false | 7 |
End of preview. Expand in Data Studio
AI Research Papers: Metadata & Research Trends (2018–2026)
Dataset Description
AI Research Papers: Metadata & Research Trends is a large-scale collection of research paper metadata focused on Artificial Intelligence and related research areas.
The dataset was collected programmatically from the OpenAlex API and covers research papers published between 2018 and 2026.
It combines bibliographic metadata, abstracts, authors, institutions, countries, research topics, citation information, open-access information, and external identifiers into a single structured dataset.
No manual data entry or manual labeling was used during dataset creation.
The dataset is designed to be useful for:
- AI research trend analysis
- Bibliometric analysis
- Citation analysis
- Academic search and discovery
- Research-topic analysis
- Natural Language Processing (NLP)
- Exploratory Data Analysis (EDA)
- Academic recommendation systems
- Research analytics
- Studying the evolution of AI research
Dataset Statistics
| Property | Value |
|---|---|
| Source | OpenAlex |
| Publication period | 2018–2026 |
| Number of papers | Update with final row count |
| Data format | CSV and Parquet |
| Manual labeling | None |
| Collection method | OpenAlex API |
Data Source
The dataset is derived from OpenAlex, an open catalog of scholarly works, authors, institutions, sources, and related scholarly metadata.
Source:
The data was retrieved programmatically through the OpenAlex API rather than by scraping individual publisher websites.
Features
The dataset contains the following fields.
Paper Identification
openalex_id— Unique OpenAlex identifier for the paper.doi— Digital Object Identifier when available.title— Title of the research paper.
Publication Information
publication_date— Publication date.publication_year— Publication year.publication_month— Publication month.type— OpenAlex work type.language— Language of the publication.
Abstract
abstract— Paper abstract when available.has_abstract— Indicates whether an abstract is available.abstract_word_count— Number of words in the abstract.
Abstracts supplied by OpenAlex may be represented internally as an inverted index. These were reconstructed into readable text during preprocessing.
Authors
authors— List of authors associated with the paper.author_count— Number of authors.
Institutions and Countries
institutions— Institutions associated with the paper's authors.countries— Countries associated with the authors.
Research Topics
primary_topic— Primary research topic assigned by OpenAlex.topics— Research topics associated with the paper.keywords— Available keywords.primary_topic_id— OpenAlex identifier for the primary topic.primary_subfield— Primary research subfield.primary_field— Primary research field.primary_domain— Primary research domain.
These fields make it possible to study the distribution and evolution of different areas of AI and related research.
Publication Venue
venue— Journal, conference, repository, or other publication venue.publisher— Publisher associated with the venue.
Citation Information
citation_count— Citation count recorded by OpenAlex.referenced_works_count— Number of works referenced by the paper.
Citation counts are dynamic and may change as OpenAlex updates its records.
Open Access
is_open_access— Whether the work is marked as open access.oa_status— Open-access status.has_fulltext— Indicates whether full-text information is available.has_pdf— Indicates whether a PDF location is available.
External Identifiers
has_doi— Whether a DOI is available.has_pmid— Whether a PubMed identifier is available.has_pmcid— Whether a PubMed Central identifier is available.arxiv_id— arXiv identifier when available.github_url— GitHub repository URL when available.
Derived Features
title_word_count— Number of words in the paper title.abstract_word_count— Number of words in the abstract.has_abstract— Boolean indicating abstract availability.publication_month— Month extracted from the publication date.
Research Areas
The collection covers papers associated with AI and related research areas, including but not limited to:
- Artificial Intelligence
- Machine Learning
- Deep Learning
- Natural Language Processing
- Computer Vision
- Large Language Models
- Transformers
- Generative AI
- Diffusion Models
- Reinforcement Learning
- Multimodal AI
- AI Agents
- Robotics
Because the dataset is based on scholarly metadata and topic classifications, it may also contain papers from interdisciplinary areas where AI or machine learning techniques are applied.
Data Collection
The dataset was generated through an automated data collection pipeline using the OpenAlex API.
The general pipeline was:
OpenAlex API
↓
AI/ML research paper retrieval
↓
Cursor-based pagination
↓
Raw data storage
↓
Metadata extraction
↓
Abstract reconstruction
↓
Data normalization
↓
Deduplication
↓
Derived feature generation
↓
CSV + Parquet
No manual labeling was performed.
Data Processing
The following preprocessing steps were applied:
- Retrieved paper metadata from OpenAlex.
- Reconstructed abstracts from OpenAlex abstract data when available.
- Extracted authors and author counts.
- Extracted institutions and countries.
- Extracted research topics and keywords.
- Extracted publication venue and publisher information.
- Extracted citation and reference information.
- Extracted open-access information.
- Extracted external identifiers such as DOI and arXiv IDs.
- Normalized missing and inconsistent values.
- Removed duplicate records using the OpenAlex identifier.
- Generated additional statistical features such as title and abstract word counts.
File Formats
The dataset is provided in two formats:
CSV
A standard comma-separated format suitable for:
- Python
- R
- Excel
- SQL imports
- General data analysis
Parquet
Parquet is provided as an efficient columnar representation suitable for:
- Python/Pandas
- PyArrow
- Hugging Face Datasets
- Large-scale data processing
- Analytical workflows
For programmatic use, the Parquet version is recommended.
Example
A record contains information similar to:
Title:
Transforming Science with Large Language Models
Publication Year:
2026
Type:
article
Language:
en
Primary Topic:
Scientific Computing and Data Management
Citation Count:
8
Open Access:
true
Potential Use Cases
1. AI Research Trends
Analyze how research activity has changed between 2018 and 2026.
For example:
- Number of papers per year
- Growth of different AI topics
- Emergence of LLM research
- Growth of generative AI
- Changes in research domains
2. Bibliometric Analysis
Study:
- Citation distributions
- Highly cited papers
- Author productivity
- Institutional contributions
- Publication venues
3. Academic Search
The title, abstract, keywords, and topic information can be used to build academic search and discovery systems.
4. NLP
The title and abstract fields can be used for:
- Text classification
- Topic modeling
- Clustering
- Semantic search
- Information retrieval
- Research recommendation
5. Research Recommendation
The metadata can be used as a starting point for building systems that recommend papers based on:
- Topics
- Keywords
- Abstract similarity
- Authors
- Research fields
Limitations
This dataset should not be considered a complete representation of all AI research.
Its coverage depends on the papers and metadata indexed by OpenAlex and on the collection criteria used during dataset creation.
Some records may contain missing or incomplete:
- Abstracts
- Author information
- Institution information
- DOI
- arXiv identifiers
- GitHub URLs
- Open-access information
Citation counts are not static and may change when OpenAlex updates its data.
The year 2026 represents only the publications available at the time the dataset was collected and therefore does not represent the complete 2026 publication year.
Topic classifications and other metadata are provided by OpenAlex and should be interpreted as metadata rather than manually verified labels.
License and Attribution
This dataset is derived from OpenAlex scholarly metadata.
Please acknowledge OpenAlex when using this dataset and consult the current OpenAlex documentation and licensing information for the underlying data.
OpenAlex:
Citation
If you use this dataset in a project, analysis, research work, or educational material, please cite this dataset and acknowledge OpenAlex as the underlying data source.
Intended Audience
This dataset is intended for:
- Students
- Researchers
- Data scientists
- Machine learning practitioners
- NLP researchers
- Bibliometric researchers
- Developers building academic search or recommendation systems
- Anyone interested in analyzing AI research trends
Version
Version: 1.0
Coverage: 2018–2026
Source: OpenAlex API
Collection: Automated
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