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upvoted a paper 7 days ago

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 9 days ago • 144

upvoted a paper 29 days ago

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

Paper • 2608.09802 • Published 30 days ago • 135

upvoted a paper about 2 months ago

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

Paper • 2607.18213 • Published Jul 20 • 81

upvoted a paper 4 months ago

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Paper • 2604.22748 • Published Apr 24 • 234

upvoted a paper 5 months ago

InCoder-32B-Thinking: Industrial Code World Model for Thinking

Paper • 2604.03144 • Published Apr 3 • 239

upvoted 3 papers 7 months ago

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published Feb 6 • 192

Closing the Loop: Universal Repository Representation with RPG-Encoder

Paper • 2602.02084 • Published Feb 2 • 85

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

Paper • 2601.20833 • Published Jan 28 • 183

upvoted 2 papers 8 months ago

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

Paper • 2601.09465 • Published Jan 14 • 42

EvasionBench: Detecting Evasive Answers in Financial Q&A via Multi-Model Consensus and LLM-as-Judge

Paper • 2601.09142 • Published Jan 14 • 10

upvoted a paper 9 months ago

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length

Paper • 2512.04677 • Published Dec 4, 2025 • 179

upvoted 3 papers 11 months ago

PICABench: How Far Are We from Physically Realistic Image Editing?

Paper • 2510.17681 • Published Oct 20, 2025 • 65

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1, 2025 • 108

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs

Paper • 2509.22220 • Published Sep 26, 2025 • 66

upvoted 2 papers 12 months ago

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

Paper • 2509.16198 • Published Sep 19, 2025 • 129

MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML

Paper • 2509.06806 • Published Sep 8, 2025 • 65

upvoted 4 papers over 1 year ago

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published Feb 13, 2025 • 193

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20, 2025 • 108

Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation

Paper • 2501.12202 • Published Jan 21, 2025 • 52

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 23, 2025 • 41