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upvoted a paper about 22 hours ago

SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

Paper • 2608.03573 • Published 7 days ago • 51

upvoted a paper 1 day ago

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published 4 days ago • 193

upvoted a paper 11 days ago

Beacon: Knowing When and How to Perform Agentic Visual Reasoning

Paper • 2607.28595 • Published 14 days ago • 55

upvoted a paper about 1 month ago

DOPD: Dual On-policy Distillation

Paper • 2606.30626 • Published Jun 29 • 114

upvoted a collection 3 months ago

NuExtract3

Collection

12 items • Updated May 26 • 15

upvoted a paper 4 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 330

upvoted a paper 5 months ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 211

upvoted an article 5 months ago

view article

Article

From GRPO to DAPO and GSPO: What, Why, and How

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NormalUhr

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Aug 9, 2025

• 138

upvoted 2 papers 6 months ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published Jan 30 • 113

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 280

upvoted a paper 7 months ago

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published Jan 8 • 170

upvoted a paper 8 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 272

upvoted a paper 12 months ago

Thyme: Think Beyond Images

Paper • 2508.11630 • Published Aug 15, 2025 • 81

upvoted a collection about 1 year ago

NuExtract-2.0

Collection

Models specialized in extracting structured information (JSON) from text, PDFs, scans, spreadsheets, etc. • 9 items • Updated Mar 2 • 31

upvoted 3 papers over 1 year ago

Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 47

Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability

Paper • 2411.19943 • Published Nov 29, 2024 • 63

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation

Paper • 2412.02592 • Published Dec 3, 2024 • 24

upvoted 3 papers almost 2 years ago

PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness

Paper • 2410.07035 • Published Oct 9, 2024 • 17

Only-IF:Revealing the Decisive Effect of Instruction Diversity on Generalization

Paper • 2410.04717 • Published Oct 7, 2024 • 18

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Paper • 2408.15998 • Published Aug 28, 2024 • 89