RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
Paper • 2610.01780 • Published • 299
hexpond1234
hexpond1234
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upvoted 4
papers 23 days ago
Learning from Runtime Feedback through Failure-Bank Self-Evolution for Vision-Language-Action Models
Paper • 2609.39820 • Published • 31
Equal Ranking Quality, Different Decisions: Measuring and Reducing Order Dependence in LLM Scorers
Paper • 2608.26762 • Published • 24
Rethinking Token Reweighting for SFT: Suppress, Reverse, and Extrapolate Learned Features
Paper • 2609.33463 • Published • 12
upvoted 7
papers 27 days ago
Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence
Paper • 2609.34563 • Published • 227
Thinking Outside the Box: Can Language Models Rely on External Guidance Selectively?
Paper • 2609.39578 • Published • 72
Breaking Babel: A Self-Evolving Multi-Agent System for Long-Form Subtitle Translation
Paper • 2609.38660 • Published • 38
Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training
Paper • 2609.40111 • Published • 52
RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement
Paper • 2609.39045 • Published • 92
More Choices, Fewer Decisions: Ordinal-Scale Bias in JEV-like Direct-Decision Models
Paper • 2609.38827 • Published • 65
Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering
Paper • 2609.38177 • Published • 78