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upvoted a paper 7 days ago

zELO: ELO-inspired Training Method for Rerankers and Embedding Models

Paper • 2509.12541 • Published Sep 16, 2025 • 9

upvoted an article 19 days ago

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Article

Introducing Legal RAG Bench

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21 days ago

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13

upvoted a paper 20 days ago

Diffusion-Pretrained Dense and Contextual Embeddings

Paper • 2602.11151 • Published 30 days ago • 22

upvoted an article 20 days ago

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Article

**ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models?**

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22 days ago

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18

upvoted a paper 24 days ago

Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math

Paper • 2602.06291 • Published Feb 6 • 23

upvoted 3 collections about 1 month ago

Embedding Model Datasets

Collection

A curated subset of the datasets that work out of the box with Sentence Transformers: https://huggingface.co/datasets?other=sentence-transformers • 70 items • Updated Dec 10, 2025 • 164

NanoBEIR datasets

Collection

These datasets are compatible with the (Sparse)NanoBEIREvaluator with Sentence Transformers v5.2+. Also CrossEncoderNanoBEIREvaluator if bm25 column • 16 items • Updated 11 days ago • 14

Codefuse Embeddings

Collection

9 items • Updated about 1 month ago • 8

upvoted a paper about 1 month ago

Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model

Paper • 2507.05513 • Published Jul 7, 2025 • 1

upvoted 2 articles about 2 months ago

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Article

RexRerankers: SOTA Rankers for Product Discovery and AI Assistants

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Jan 24

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44

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Article

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

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Jan 15

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65

upvoted a collection 2 months ago

KoViDoRe Benchmark (BEIR) v2

Collection

Korean Vision Document Retrieval Benchmark • 4 items • Updated 11 days ago • 5

upvoted an article 3 months ago

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Article

Nano-BEIR: A Multilingual Information Retrieval Benchmark with Quality-Enhanced Queries

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Dec 22, 2025

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9

upvoted a paper 3 months ago

KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model

Paper • 2501.01028 • Published Jan 2, 2025 • 19

upvoted an article 3 months ago

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Article

We Got Claude to Fine-Tune an Open Source LLM

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Dec 4, 2025

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608

upvoted a collection 4 months ago

Tarka Embed V1

Collection

Efficient DFKD embeddings for language understanding • 5 items • Updated Dec 17, 2025 • 6

upvoted 4 papers 4 months ago

Black-Box On-Policy Distillation of Large Language Models

Paper • 2511.10643 • Published Nov 13, 2025 • 52

Preserving Multilingual Quality While Tuning Query Encoder on English Only

Paper • 2407.00923 • Published Jul 1, 2024 • 1

Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks

Paper • 2511.07025 • Published Nov 10, 2025 • 14

KORMo: Korean Open Reasoning Model for Everyone

Paper • 2510.09426 • Published Oct 10, 2025 • 86