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upvoted 5 papers 1 day ago

Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation

Paper • 2505.18842 • Published 10 days ago • 32

Large Language Models for Data Synthesis

Paper • 2505.14752 • Published 14 days ago • 42

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published 4 days ago • 100

Time Blindness: Why Video-Language Models Can't See What Humans Can?

Paper • 2505.24867 • Published 4 days ago • 65

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published 4 days ago • 72

upvoted 15 papers 2 days ago

Learning to Reason without External Rewards

Paper • 2505.19590 • Published 8 days ago • 25

Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance

Paper • 2505.16348 • Published 12 days ago • 46

PATS: Process-Level Adaptive Thinking Mode Switching

Paper • 2505.19250 • Published 9 days ago • 46

BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs

Paper • 2505.19457 • Published 9 days ago • 61

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Paper • 2505.16901 • Published 12 days ago • 20

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents

Paper • 2505.21496 • Published 7 days ago • 38

MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios

Paper • 2505.21333 • Published 7 days ago • 38

Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence

Paper • 2505.20325 • Published 11 days ago • 44

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

Paper • 2505.19000 • Published 9 days ago • 41

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond

Paper • 2505.19641 • Published 8 days ago • 61

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Paper • 2505.19897 • Published 8 days ago • 99

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs

Paper • 2505.21327 • Published 7 days ago • 81

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

Paper • 2505.21497 • Published 7 days ago • 90

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States

Paper • 2505.17663 • Published 11 days ago • 13

What Makes for Text to 360-degree Panorama Generation with Stable Diffusion?

Paper • 2505.22129 • Published 6 days ago • 15