sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting Paper • 2407.09879 • Published Jul 13, 2024 • 1
The Greatest Good Benchmark: Measuring LLMs' Alignment with Utilitarian Moral Dilemmas Paper • 2503.19598 • Published Mar 25, 2025
Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching Paper • 2505.24643 • Published May 30, 2025
A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification Paper • 2601.13288 • Published 8 days ago • 12
A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification Paper • 2601.13288 • Published 8 days ago • 12
Entropy Sentinel: Continuous LLM Accuracy Monitoring from Decoding Entropy Traces in STEM Paper • 2601.09001 • Published 14 days ago • 17
Entropy Sentinel: Continuous LLM Accuracy Monitoring from Decoding Entropy Traces in STEM Paper • 2601.09001 • Published 14 days ago • 17
AgentInstruct: Toward Generative Teaching with Agentic Flows Paper • 2407.03502 • Published Jul 3, 2024 • 51
Orca 2: Teaching Small Language Models How to Reason Paper • 2311.11045 • Published Nov 18, 2023 • 77
SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference Paper • 2307.02628 • Published Jul 5, 2023 • 10