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yuexiang96 

authored 4 papers 8 days ago

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Paper • 2510.24702 • Published Oct 28 • 27

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Paper • 2510.25726 • Published Oct 29 • 45

Simulating Environments with Reasoning Models for Agent Training

Paper • 2511.01824 • Published Nov 3 • 2

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

Paper • 2512.07783 • Published 16 days ago • 35

jeepliu 

authored a paper 2 months ago

DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published Oct 13 • 27

jeepliu 

authored a paper 5 months ago

Geometric-Mean Policy Optimization

Paper • 2507.20673 • Published Jul 28 • 31

yuexiang96 

authored 10 papers 6 months ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 40

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 • 24

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 • 10

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 • 26

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

Paper • 2506.03930 • Published Jun 4 • 26

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

Paper • 2507.00432 • Published Jul 1 • 78

gneubig 

authored a paper 7 months ago

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

Paper • 2505.10185 • Published May 15 • 26

Solaris99 

authored 3 papers 8 months ago

VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?

Paper • 2404.05955 • Published Apr 9, 2024

The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism

Paper • 2407.10457 • Published Jul 15, 2024 • 24

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories

Paper • 2410.07706 • Published Oct 10, 2024