Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development Paper • 2608.13417 • Published 6 days ago • 48
AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling Paper • 2608.02602 • Published 16 days ago • 80
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published 24 days ago • 106
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published 22 days ago • 83
CAST: Game Solvers as Turn-Level Teachers for LLM Agents Paper • 2607.25308 • Published 22 days ago • 41
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published 22 days ago • 83
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 100
Build error Agents 2 ChinaTravel 🐢 2 Evaluate and compare AI model performance on ChinaTravel benchmark tasks
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published Oct 17, 2025 • 151
Build error Agents 2 ChinaTravel 🐢 2 Evaluate and compare AI model performance on ChinaTravel benchmark tasks