Benjamin Clavié PRO

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upvoted 2 papers 18 days ago

Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report

Paper • 2510.14880 • Published 18 days ago • 14

Simple Projection Variants Improve ColBERT Performance

Paper • 2510.12327 • Published 21 days ago • 5

upvoted a collection 18 days ago

mxbai-edge-colbert-v0 series

Collection

The crispy, lightweight ColBERT family from Mixedbread. • 4 items • Updated 18 days ago • 3

upvoted an article 2 months ago

view article

Article

Training and Finetuning Reranker Models with Sentence Transformers v4

Mar 26

• 169

upvoted a paper 5 months ago

Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval

Paper • 2505.16967 • Published May 22 • 24

upvoted a collection 11 months ago

ModernBERT

Collection

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated Dec 19, 2024 • 151

upvoted 2 papers 11 months ago

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 157

Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling

Paper • 2409.14683 • Published Sep 23, 2024 • 12

upvoted a collection about 1 year ago

Ruri: Japanese General Text Embeddings

Collection

26 items • Updated Apr 18 • 14