Niklas Muennighoff

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upvoted a collection 15 days ago

MVEB

Collection

Audio-visual video embedding quality across retrieval, classification, clustering, pair classification, zero-shot classification, and video-centric... • 22 items • Updated 15 days ago • 3

upvoted a paper 15 days ago

MVEB: Massive Video Embedding Benchmark

Paper • 2606.14958 • Published 20 days ago • 16

upvoted an article 19 days 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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20 days ago

• 22

upvoted a collection about 1 month ago

MTEB Papers

Collection

This is a collection of MTEB papers (not exhaustive). • 9 items • Updated Feb 24 • 4

upvoted a paper about 1 month ago

C-Pack: Packaged Resources To Advance General Chinese Embedding

Paper • 2309.07597 • Published Sep 14, 2023 • 2

upvoted a paper 3 months ago

Composer 2 Technical Report

Paper • 2603.24477 • Published Mar 25 • 20

upvoted a paper 4 months ago

MAEB: Massive Audio Embedding Benchmark

Paper • 2602.16008 • Published Feb 17 • 25

upvoted a paper 5 months ago

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 39

upvoted a paper 8 months ago

ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality

Paper • 2510.22037 • Published Oct 24, 2025 • 22

upvoted an article 8 months ago

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Article

Introducing MTEB v2: Evaluation of embedding and retrieval systems for more than just text

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isaacchung

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Oct 20, 2025

• 38

upvoted a paper 9 months ago

HUME: Measuring the Human-Model Performance Gap in Text Embedding Task

Paper • 2510.10062 • Published Oct 11, 2025 • 10

upvoted an article 9 months ago

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Article

Introducing RTEB: A New Standard for Retrieval Evaluation

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• +4

fzliu, KennethEnevoldsen, Samoed, isaacchung, tomaarsen, fzoll

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Oct 1, 2025

• 146

upvoted a paper 9 months ago

Humanline: Online Alignment as Perceptual Loss

Paper • 2509.24207 • Published Sep 29, 2025 • 12

upvoted a paper 10 months ago

UQ: Assessing Language Models on Unsolved Questions

Paper • 2508.17580 • Published Aug 25, 2025 • 15

upvoted a paper 12 months ago

FlexOlmo: Open Language Models for Flexible Data Use

Paper • 2507.07024 • Published Jul 9, 2025 • 10

upvoted 5 papers about 1 year ago

Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability

Paper • 2506.01789 • Published Jun 2, 2025 • 15

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4, 2025 • 56

Crosslingual Reasoning through Test-Time Scaling

Paper • 2505.05408 • Published May 8, 2025 • 8

ReasonIR: Training Retrievers for Reasoning Tasks

Paper • 2504.20595 • Published Apr 29, 2025 • 54

MIEB: Massive Image Embedding Benchmark

Paper • 2504.10471 • Published Apr 14, 2025 • 21