STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Paper • 2605.06527 • Published May 7 • 47
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models Paper • 2605.14906 • Published May 14 • 79
CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration? Paper • 2510.24505 • Published Oct 28, 2025 • 5
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context Paper • 2605.13831 • Published May 13 • 90
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context Paper • 2605.13831 • Published May 13 • 90
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Paper • 2505.00675 • Published May 1, 2025 • 3
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph Paper • 2311.09174 • Published Nov 15, 2023
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation Paper • 2402.10646 • Published Feb 16, 2024
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers Paper • 2509.03059 • Published Sep 3, 2025 • 25
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents Paper • 2510.07172 • Published Oct 8, 2025 • 28
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents Paper • 2512.20092 • Published Dec 23, 2025 • 9
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents Paper • 2512.20092 • Published Dec 23, 2025 • 9
MotionEdit: Benchmarking and Learning Motion-Centric Image Editing Paper • 2512.10284 • Published Dec 11, 2025 • 26
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 55
Learning GUI Grounding with Spatial Reasoning from Visual Feedback Paper • 2509.21552 • Published Sep 25, 2025 • 11
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Paper • 2310.09044 • Published Oct 13, 2023
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning Paper • 2401.07286 • Published Jan 14, 2024
DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects Paper • 2410.02730 • Published Oct 3, 2024
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Paper • 2505.10610 • Published May 15, 2025 • 56
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Paper • 2505.10610 • Published May 15, 2025 • 56