LightReasoner Models Collection https://arxiv.org/abs/2510.07962 • 3 items • Updated about 1 month ago • 5
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18 • 109
Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents Paper • 2509.09265 • Published Sep 11 • 46
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2 • 83
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning Paper • 2508.20096 • Published Aug 27 • 36
Is Extending Modality The Right Path Towards Omni-Modality? Paper • 2506.01872 • Published Jun 2 • 23
A Controllable Examination for Long-Context Language Models Paper • 2506.02921 • Published Jun 3 • 33
ARIA: Training Language Agents with Intention-Driven Reward Aggregation Paper • 2506.00539 • Published May 31 • 30
JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human Self-Destructive Behavior Content in Jirai Community Paper • 2503.21679 • Published Mar 27 • 1
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era Paper • 2503.12329 • Published Mar 16 • 27
Implicit Reasoning in Transformers is Reasoning through Shortcuts Paper • 2503.07604 • Published Mar 10 • 23
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Paper • 2502.07346 • Published Feb 11 • 54
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles Paper • 2502.09082 • Published Feb 13 • 30
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Paper • 2501.11425 • Published Jan 20 • 109
VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI Paper • 2410.11623 • Published Oct 15, 2024 • 49
Revealing the Barriers of Language Agents in Planning Paper • 2410.12409 • Published Oct 16, 2024 • 27