Isaac Chung

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upvoted a paper 10 days ago

MVEB: Massive Video Embedding Benchmark

Paper • 2606.14958 • Published 16 days ago • 16

upvoted an article 15 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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15 days ago

• 22

upvoted a paper 3 months ago

From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents

Paper • 2603.22386 • Published Mar 23 • 57

upvoted a paper 4 months ago

LLM2Vec-Gen: Generative Embeddings from Large Language Models

Paper • 2603.10913 • Published Mar 11 • 44

upvoted a collection 4 months ago

pplx-embed

Collection

Diffusion-Pretrained Dense and Contextual Embeddings • 10 items • Updated May 26 • 100

upvoted an article 4 months ago

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Article

MAEB: Evaluating Audio Embeddings at Scale

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AdnanElAssadi

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Feb 24

• 4

upvoted a paper 4 months ago

MAEB: Massive Audio Embedding Benchmark

Paper • 2602.16008 • Published Feb 17 • 25

upvoted a paper 5 months ago

Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages

Paper • 2602.02287 • Published Feb 2 • 1

upvoted 2 papers 9 months ago

Scaling Language-Centric Omnimodal Representation Learning

Paper • 2510.11693 • Published Oct 13, 2025 • 108

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 11 months ago

Dynaword: From One-shot to Continuously Developed Datasets

Paper • 2508.02271 • Published Aug 4, 2025 • 15

upvoted a collection 12 months ago

MTEB Papers

Collection

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

upvoted a paper 12 months ago

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

Paper • 2506.21182 • Published Jun 26, 2025 • 2

upvoted a paper about 1 year ago

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

Paper • 2505.16967 • Published May 22, 2025 • 24

upvoted an article about 1 year ago

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Article

MIEB: The Benchmark That Stress-Tests Image-Text Embeddings Like Never Before

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isaacchung

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Apr 24, 2025

• 18

upvoted a paper about 1 year ago

MIEB: Massive Image Embedding Benchmark

Paper • 2504.10471 • Published Apr 14, 2025 • 21

upvoted a paper over 1 year ago

MMTEB: Massive Multilingual Text Embedding Benchmark

Paper • 2502.13595 • Published Feb 19, 2025 • 49

upvoted a paper about 2 years ago

Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published Jun 4, 2024 • 41