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upvoted a paper 4 days ago

AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints

Paper • 2606.05622 • Published 6 days ago • 40

upvoted a paper 26 days ago

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context

Paper • 2605.13831 • Published 28 days ago • 87

upvoted a paper 2 months ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 71

upvoted a paper 5 months ago

NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems

Paper • 2601.11004 • Published Jan 16 • 30

upvoted 2 papers 7 months ago

Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data

Paper • 2511.12609 • Published Nov 16, 2025 • 107

CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents

Paper • 2511.02734 • Published Nov 4, 2025 • 22

upvoted 2 papers 8 months ago

UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE

Paper • 2510.13344 • Published Oct 15, 2025 • 65

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8, 2025 • 28

upvoted 3 papers about 1 year ago

VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization

Paper • 2505.19000 • Published May 25, 2025 • 42

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

Paper • 2505.10610 • Published May 15, 2025 • 56

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models

Paper • 2505.04921 • Published May 8, 2025 • 187