RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published Oct 1 • 40
Where Does Retrieval-Based Open-Ended Evaluation Fail? Automatic Taxonomy Induction from Long-Form Medical Answer Factuality Verification Paper • 2609.30467 • Published Sep 24 • 13
QuantWM: Temporally Consistent 2-Bit KV Cache Quantization for Video World Models Paper • 2609.26425 • Published Sep 28 • 13
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review Paper • 2609.39027 • Published Sep 30 • 21
On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics Paper • 2609.35259 • Published Sep 28 • 40