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upvoted a paper 1 day ago

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier

Paper • 2506.10406 • Published 17 days ago • 2

upvoted a collection 3 days ago

DyCodeEval

Collection

DyCodeEval (ICML 2025) enables dynamic benchmarking for code LLMs. This collection features dynamic HumanEval and MBPP sets generated with Claude 3.5. • 3 items • Updated 3 days ago • 4

upvoted 3 papers 12 days ago

Interleaved Reasoning for Large Language Models via Reinforcement Learning

Paper • 2505.19640 • Published May 26 • 13

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL

Paper • 2505.17952 • Published May 23 • 21

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published 27 days ago • 46

upvoted 2 papers 18 days ago

Efficient Large Language Models: A Survey

Paper • 2312.03863 • Published Dec 6, 2023 • 4

TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation

Paper • 2505.05422 • Published May 8 • 8

upvoted 9 papers about 1 month ago

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25 • 145

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23 • 78

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20 • 74

Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models

Paper • 2505.17225 • Published May 22 • 64

TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23 • 111

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 87

One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23 • 59

Synthetic Data RL: Task Definition Is All You Need

Paper • 2505.17063 • Published May 18 • 10

PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Paper • 2505.15929 • Published May 21 • 48

liked a dataset about 1 month ago

Cloudriver/PhyX

Viewer • Updated 15 days ago • 4k • 2.75k • 17

liked a dataset about 2 months ago

wwttt/45K

Viewer • Updated May 11 • 37.7k • 43 • 1

upvoted a paper 7 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18, 2024 • 57

upvoted a paper 8 months ago

ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?

Paper • 2411.06469 • Published Nov 10, 2024 • 17