Yongbin Choi's picture

Yongbin Choi

whybe-choi

·

AI & ML interests

LLM, RAG, Information Retrieval

Recent Activity

updated a dataset about 3 hours ago

whybe-choi/kovidore-v2-hr-beir

liked a model about 4 hours ago

tomaarsen/Qwen3-VL-Embedding-2B-vdr

updated a model about 5 hours ago

whybe-choi/colqwen3-ko-vdr-v1.0

View all activity

Organizations

upvoted an article about 7 hours ago

Article

Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers

1 day ago

•

25

upvoted a collection 4 days ago

KoViDoRe Benchmark (BEIR) v2

Korean Vision Document Retrieval Benchmark • 4 items • Updated Mar 2 • 6

upvoted a paper 7 days ago

Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval

Paper • 2604.04734 • Published 11 days ago • 12

upvoted an article 8 days ago

Article

Multimodal Embedding & Reranker Models with Sentence Transformers

8 days ago

•

45

upvoted an article 14 days ago

Article

Build a Domain-Specific Embedding Model in Under a Day

27 days ago

•

69

upvoted an article 17 days ago

Article

How I contributed a new model to the Transformers library using Codex

18 days ago

•

46

upvoted a paper about 1 month ago

NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval

Paper • 2603.12824 • Published Mar 13 • 5

upvoted an article about 1 month ago

Article

A framework and leaderboard for Retrieval Pipelines evaluation on ViDoRe v3

Feb 27

•

12

upvoted a paper about 1 month ago

ModernVBERT: Towards Smaller Visual Document Retrievers

Paper • 2510.01149 • Published Oct 1, 2025 • 33

upvoted a collection about 1 month ago

VisionDocumentRetrieval Datasets

Datasets for vision document retrieval (VDR) • 19 items • Updated about 1 month ago • 10

upvoted an article about 1 month ago

Article

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

Oct 18, 2024

•

21

upvoted a paper about 1 month 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 2 months ago

pplx-embed

Diffusion-Pretrained Dense and Contextual Embeddings • 7 items • Updated Feb 26 • 96

upvoted a paper 2 months ago

Training Sparse Mixture Of Experts Text Embedding Models

Paper • 2502.07972 • Published Feb 11, 2025 • 10

upvoted an article 2 months ago

Article

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

Jan 15

•

66

upvoted an article 3 months ago

Article

Continuous batching from first principles

+1

Nov 25, 2025

•

358

upvoted 2 papers 3 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 • 58

upvoted a collection 3 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 3 months ago

Article

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

Jan 6

•

28