Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 25 days ago • 78
Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 25 days ago • 78
RESCUE-BENCH: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems Paper • 2609.09657 • Published Sep 9 • 4
RoT: Enhancing Large Language Models with Reflection on Search Trees Paper • 2404.05449 • Published Apr 8, 2024
PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents Paper • 2608.26530 • Published Aug 27 • 37
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Paper • 2311.05113 • Published Nov 9, 2023 • 1
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published Sep 27 • 30
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published Sep 27 • 30
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published Sep 27 • 30
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published Sep 27 • 30
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published Sep 27 • 30
PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents Paper • 2608.26530 • Published Aug 27 • 37
PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents Paper • 2608.26530 • Published Aug 27 • 37
daVinci-Dev: Agent-native Mid-training for Software Engineering Paper • 2601.18418 • Published Jan 26 • 126
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts Paper • 2601.11044 • Published Jan 16 • 35
SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling Paper • 2512.00466 • Published Nov 29, 2025 • 10
Context Engineering 2.0: The Context of Context Engineering Paper • 2510.26493 • Published Oct 30, 2025 • 9
How Far Are We from Believable AI Agents? A Framework for Evaluating the Believability of Human Behavior Simulation Paper • 2312.17115 • Published Dec 28, 2023 • 2