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upvoted a paper 17 days ago

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

Paper • 2608.31046 • Published 19 days ago • 95

upvoted a paper about 2 months ago

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

Paper • 2607.18213 • Published Jul 20 • 47

upvoted 4 papers 5 months ago

WorldMark: A Unified Benchmark Suite for Interactive Video World Models

Paper • 2604.21686 • Published Apr 23 • 37

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

Paper • 2604.22748 • Published Apr 24 • 158

KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance

Paper • 2604.12627 • Published Apr 14 • 68

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

Paper • 2604.03144 • Published Apr 3 • 143

upvoted 2 papers 7 months ago

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Paper • 2603.03790 • Published Mar 4 • 79

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published Feb 6 • 101

upvoted 5 papers 8 months ago

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding

Paper • 2602.01785 • Published Feb 2 • 55

Closing the Loop: Universal Repository Representation with RPG-Encoder

Paper • 2602.02084 • Published Feb 2 • 42

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

Paper • 2601.20833 • Published Jan 28 • 135

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation

Paper • 2601.08430 • Published Jan 13 • 46

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting

Paper • 2601.02151 • Published Jan 5 • 92

upvoted a paper 9 months ago

DramaBench: A Six-Dimensional Evaluation Framework for Drama Script Continuation

Paper • 2512.19012 • Published Dec 22, 2025 • 6

upvoted a paper 10 months ago

The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment

Paper • 2511.20614 • Published Nov 25, 2025 • 22

upvoted 4 papers 12 months ago

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1, 2025 • 80

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

Paper • 2509.22220 • Published Sep 26, 2025 • 35

SWE-QA: Can Language Models Answer Repository-level Code Questions?

Paper • 2509.14635 • Published Sep 18, 2025 • 13

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

Paper • 2509.16198 • Published Sep 19, 2025 • 93

upvoted a paper over 1 year ago

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos

Paper • 2505.23693 • Published May 29, 2025 • 35