Unlearning of LLMs

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yuexiang96 

authored 4 papers 16 days ago

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

Paper • 2510.24702 • Published Oct 28, 2025 • 28

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

Paper • 2510.25726 • Published Oct 29, 2025 • 45

Simulating Environments with Reasoning Models for Agent Training

Paper • 2511.01824 • Published Nov 3, 2025 • 2

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

Paper • 2512.07783 • Published 24 days ago • 36

yuexiang96 

authored 10 papers 6 months ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39

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, 2025 • 24

Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators

Paper • 2503.19877 • Published Mar 25, 2025 • 1

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Paper • 2504.10342 • Published Apr 14, 2025 • 10

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

Paper • 2504.12329 • Published Apr 12, 2025

Overtrained Language Models Are Harder to Fine-Tune

Paper • 2503.19206 • Published Mar 24, 2025 • 2

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

Paper • 2505.10185 • Published May 15, 2025 • 26

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

Paper • 2506.03930 • Published Jun 4, 2025 • 26

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

Paper • 2507.00432 • Published Jul 1, 2025 • 79

yuexiang96 

authored a paper 9 months ago

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

Paper • 2504.00824 • Published Apr 1, 2025 • 43

yuexiang96 

authored 3 papers 11 months ago

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published Feb 5, 2025 • 58

Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate

Paper • 2501.17703 • Published Jan 29, 2025 • 59

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Paper • 2501.13826 • Published Jan 23, 2025 • 23

yuexiang96 

authored 2 papers about 1 year ago

JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation

Paper • 2410.17250 • Published Oct 22, 2024 • 14

Long Context Alignment with Short Instructions and Synthesized Positions

Paper • 2405.03939 • Published May 7, 2024