Second Thought: Reasoning in Parallel as LLM Agents Act and Observe Paper • 2608.13667 • Published 20 days ago • 16
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Paper • 2607.28227 • Published Jul 30 • 310
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments Paper • 2606.13681 • Published Jun 11 • 143
Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents? Paper • 2607.01211 • Published Jul 1 • 14
Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models Paper • 2602.01849 • Published Feb 2 • 5
AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis Paper • 2602.09372 • Published Feb 10 • 7
From Perception to Action: An Interactive Benchmark for Vision Reasoning Paper • 2602.21015 • Published Feb 24 • 26
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome Paper • 2603.28407 • Published Mar 30 • 72
MARS: Enabling Autoregressive Models Multi-Token Generation Paper • 2604.07023 • Published Apr 8 • 38
Executing as You Generate: Hiding Execution Latency in LLM Code Generation Paper • 2604.00491 • Published Apr 1 • 6
Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents Paper • 2602.07900 • Published Feb 8 • 4
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 128
Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning Paper • 2506.04755 • Published Jun 5, 2025 • 38
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce Paper • 2504.11343 • Published Apr 15, 2025 • 20
Scalable Chain of Thoughts via Elastic Reasoning Paper • 2505.05315 • Published May 8, 2025 • 26
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models Paper • 2503.24235 • Published Mar 31, 2025 • 55
MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs Paper • 2410.04698 • Published Oct 7, 2024 • 13
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering Paper • 2305.03453 • Published May 5, 2023 • 1
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction Paper • 2303.05063 • Published Mar 9, 2023 • 1