Yongbin Choi

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upvoted an article 12 days ago

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Article

mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models

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lightonai

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Jul 30

• 39

upvoted a paper 14 days ago

Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings

Paper • 2609.25165 • Published 17 days ago • 77

upvoted a collection 14 days ago

Ovis-Embedding

Collection

4 items • Updated 14 days ago • 21

upvoted an article 24 days ago

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Article

NeoMME: an efficient Multimodal-native and Multilingual Encoder

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Hcompany

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Sep 3

• 121

upvoted a paper about 1 month ago

NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference

Paper • 2609.01657 • Published Aug 31 • 36

upvoted a collection about 1 month ago

NeoMME

Collection

Meet NeoMME: a family of 260M and 800M Multimodal-Native Multilingual Encoders • 12 items • Updated 9 days ago • 33

upvoted a paper about 1 month ago

MIMO: Multilingual Information Retrieval via Monolingual Objectives

Paper • 2605.31171 • Published May 29 • 4

upvoted an article about 2 months ago

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Article

Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers

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tomaarsen, NohTow, raphaelsty

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Aug 18

• 118

upvoted a paper 2 months ago

LAMAR: An Open Language-Aware Multilingual Alignment Reranker

Paper • 2607.22042 • Published Jul 24 • 18

upvoted 4 collections 2 months ago

bekko-embedding-v1

Collection

Compact multilingual embedding models with 8M and 25M active parameters, including pretrained checkpoints and retrieval-fine-tuned releases. • 8 items • Updated Aug 13 • 6

KorFinVDR

Collection

KorFinVDR: A Benchmark for Korean Visual Document Retrieval and Multimodal RAG in Financial Domain • 5 items • Updated 21 days ago • 1

Qwen-Scope

Collection

16 items • Updated May 14 • 80

Simulated Scholar Search (S3) — Models & Datasets

Collection

Datasets and model checkpoints for training and studying scientific-literature search agents in the S3 local environment. • 3 items • Updated Jul 27 • 3

upvoted a collection 3 months ago

LightOn-rerank

Collection

LightOn-rerank models are unified cross-encoder rerankers: Qwen3.5 LoRAs scoring both text passages and document page images against a query. • 6 items • Updated 16 days ago • 6

upvoted an article 3 months ago

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Article

One Adapter, Both Modalities: Field Notes from Building and Serving a Multimodal Reranker

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lightonai

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Jul 16

• 20

upvoted 2 papers 3 months ago

Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search

Paper • 2605.30917 • Published May 29 • 8

LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?

Paper • 2605.28721 • Published May 27 • 15

upvoted 2 papers 4 months ago

Unlimited OCR Works

Paper • 2606.23050 • Published Jun 22 • 91

jina-embeddings-v5-text: Task-Targeted Embedding Distillation

Paper • 2602.15547 • Published Feb 17 • 32

upvoted an article 4 months ago

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Article

MTEB Leaderboard: From a slow demo to feature-rich leaderboard

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Samoed

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Jun 12

• 23