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upvoted 2 papers about 1 month ago

XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published Mar 12 • 33

AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios

Paper • 2602.23166 • Published Feb 26 • 45

upvoted a paper 3 months ago

Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind

Paper • 2601.15715 • Published Jan 22 • 14

upvoted 2 papers 4 months ago

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published Dec 16, 2025 • 121

Scaling Environments for LLM Agents in the Era of Learning from Interaction: A Survey

Paper • 2511.09586 • Published Nov 12, 2025 • 2

upvoted a paper 5 months ago

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 6 months ago

CiteGuard: Faithful Citation Attribution for LLMs via Retrieval-Augmented Validation

Paper • 2510.17853 • Published Oct 15, 2025 • 8

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting

Paper • 2505.18822 • Published May 24, 2025 • 15

upvoted a paper 7 months ago

UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios

Paper • 2509.21766 • Published Sep 26, 2025 • 24

upvoted a paper 9 months ago

Diversity-Enhanced Reasoning for Subjective Questions

Paper • 2507.20187 • Published Jul 27, 2025 • 26

upvoted a paper 10 months ago

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published Jun 30, 2025 • 90

upvoted a paper 11 months ago

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

Paper • 2505.10610 • Published May 15, 2025 • 55

upvoted a paper about 1 year ago

VLM^2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues

Paper • 2502.12084 • Published Feb 17, 2025 • 35

upvoted a paper over 1 year ago

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Paper • 2410.06845 • Published Oct 9, 2024 • 5