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yuexiang96 

authored 10 papers 4 days ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 38

Evaluating Vision-Language Models as Evaluators in Path Planning

Paper • 2411.18711 • Published Nov 27, 2024

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search

Paper • 2503.10582 • Published Mar 13 • 23

Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators

Paper • 2503.19877 • Published Mar 25 • 1

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Paper • 2504.10342 • Published Apr 14 • 11

Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time

Paper • 2504.12329 • Published Apr 12

Overtrained Language Models Are Harder to Fine-Tune

Paper • 2503.19206 • Published Mar 24 • 2

The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think

Paper • 2505.10185 • Published May 15 • 25

VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation

Paper • 2506.03930 • Published Jun 4 • 24

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published 6 days ago • 54

aaabiao 

authored a paper 5 days ago

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published 6 days ago • 54

luodian 

authored 2 papers 9 days ago

EgoLife: Towards Egocentric Life Assistant

Paper • 2503.03803 • Published Mar 5 • 45

MMSearch-R1: Incentivizing LMMs to Search

Paper • 2506.20670 • Published 11 days ago • 57

wenhu 

authored 2 papers about 1 month ago

VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation

Paper • 2506.03930 • Published Jun 4 • 24

Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem

Paper • 2506.03295 • Published Jun 3 • 17

ubowang 

authored a paper about 1 month ago

Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem

Paper • 2506.03295 • Published Jun 3 • 17

wenhu 

authored a paper about 1 month ago

StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs

Paper • 2505.20139 • Published May 26 • 18

aaabiao 

authored a paper 3 months ago

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7 • 44

ubowang 

authored 2 papers 3 months ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 105

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations

Paper • 2504.00824 • Published Apr 1 • 43