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submitted a paper to Daily Papers 8 days ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published 9 days ago • 46

authored a paper 9 days ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published 9 days ago • 46

upvoted 2 papers 9 days ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published 9 days ago • 46

ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents

Paper • 2601.12294 • Published 12 days ago • 17

upvoted a paper 18 days ago

MMFormalizer: Multimodal Autoformalization in the Wild

Paper • 2601.03017 • Published 23 days ago • 105

upvoted a paper 23 days ago

SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving

Paper • 2601.01426 • Published 26 days ago • 22

upvoted a collection 3 months ago

Long_CoT_Degradation_SFT

Collection

Checkpoint for Long CoT Degradation • 61 items • Updated Nov 12, 2025 • 2

updated a dataset 3 months ago

hengyuanya/PerSyn_dataset

Viewer • Updated Oct 17, 2025 • 157k

published a dataset 3 months ago

hengyuanya/PerSyn_dataset

Viewer • Updated Oct 17, 2025 • 157k

upvoted a paper 4 months ago

Who's Your Judge? On the Detectability of LLM-Generated Judgments

Paper • 2509.25154 • Published Sep 29, 2025 • 30

upvoted a paper 5 months ago

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 118

upvoted a paper 6 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2, 2025 • 238

upvoted a paper 8 months ago

The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation

Paper • 2505.18759 • Published May 24, 2025 • 14

liked a dataset 8 months ago

Cloudriver/PhyX

Viewer • Updated Dec 22, 2025 • 17k • 2.21k • 23

upvoted a paper 8 months ago

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

Paper • 2505.15929 • Published May 21, 2025 • 49

upvoted a paper 11 months ago

Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model

Paper • 2404.10306 • Published Apr 16, 2024 • 1

upvoted a paper 12 months ago

Preference Leakage: A Contamination Problem in LLM-as-a-judge

Paper • 2502.01534 • Published Feb 3, 2025 • 40

upvoted a paper about 1 year ago

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback

Paper • 2501.12895 • Published Jan 22, 2025 • 61