Yongbin Choi's picture

Yongbin Choi

whybe-choi

·

AI & ML interests

LLM, RAG, Information Retrieval

Recent Activity

liked a dataset about 4 hours ago

athrael-soju/colqwen-optimization-trail

liked a model about 24 hours ago

athrael-soju/colqwen3.5-4.5B-v2

upvoted an article 2 days ago

A framework and leaderboard for Retrieval Pipelines evaluation on ViDoRe v3

View all activity

Organizations

upvoted an article 2 days ago

Article

A framework and leaderboard for Retrieval Pipelines evaluation on ViDoRe v3

16 days ago

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12

upvoted a paper 3 days ago

ModernVBERT: Towards Smaller Visual Document Retrievers

Paper • 2510.01149 • Published Oct 1, 2025 • 33

upvoted a collection 10 days ago

VisionDocumentRetrieval Datasets

Datasets for vision document retrieval (VDR) • 19 items • Updated 13 days ago • 10

upvoted an article 11 days ago

Article

ColFlor: Towards BERT-Size Vision-Language Document Retrieval Models

Oct 18, 2024

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21

upvoted a paper 12 days ago

SDS KoPub VDR: A Benchmark Dataset for Visual Document Retrieval in Korean Public Documents

Paper • 2511.04910 • Published Nov 7, 2025 • 1

upvoted a collection about 1 month ago

pplx-embed

Diffusion-Pretrained Dense and Contextual Embeddings • 7 items • Updated 17 days ago • 87

upvoted a paper about 1 month ago

Training Sparse Mixture Of Experts Text Embedding Models

Paper • 2502.07972 • Published Feb 11, 2025 • 10

upvoted an article about 1 month ago

Article

How We Built a Semantic Highlight Model To Save Token Cost for RAG

Jan 15

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65

upvoted an article about 2 months ago

Article

Continuous batching from first principles

+1

Nov 25, 2025

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343

upvoted 2 papers about 2 months ago

ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios

Paper • 2601.08620 • Published Jan 13 • 12

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 57

upvoted a collection 2 months ago

ViDoRe Community benchmark contributions

This collection regroups works done by the community to improve together Visual Retrieval ! • 4 items • Updated Jan 9 • 1

upvoted an article 2 months ago

Article

Small Yet Mighty: Improve Accuracy In Multimodal Search and Visual Document Retrieval with Llama Nemotron RAG Models

Jan 6

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26

upvoted a collection 3 months ago

ViDoRe Benchmark V3

ViDoRe V3 is our latest benchmark, engineered to set a new industry gold standard for multi-modal, enterprise document retrieval evaluation. • 8 items • Updated Jan 14 • 20

upvoted a paper 3 months ago

Pre-training Small Base LMs with Fewer Tokens

Paper • 2404.08634 • Published Apr 12, 2024 • 36

upvoted 3 articles 3 months ago

Article

ViDoRe V3: a comprehensive evaluation of retrieval for enterprise use-cases

Nov 5, 2025

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63

Article

How We Use Claude Code Skills to Run 1,000+ ML Experiments a Day

Dec 8, 2025

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53

Article

We Got Claude to Fine-Tune an Open Source LLM

Dec 4, 2025

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608

upvoted a paper 3 months ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 125

upvoted a collection 4 months ago

BiCA

6 items • Updated 13 days ago • 3