ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published 4 days ago • 37
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published 17 days ago • 64
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published 24 days ago • 51
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 63
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 45
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs Paper • 2512.07525 • Published Dec 8, 2025 • 59
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 294
RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization Paper • 2511.04285 • Published Nov 6, 2025 • 8
RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization Paper • 2511.04285 • Published Nov 6, 2025 • 8 • 2
Query of CC: Unearthing Large Scale Domain-Specific Knowledge from Public Corpora Paper • 2401.14624 • Published Jan 26, 2024 • 1
Turn Waste into Worth: Rectifying Top-$k$ Router of MoE Paper • 2402.12399 • Published Feb 17, 2024 • 2
WanJuan-CC: A Safe and High-Quality Open-sourced English Webtext Dataset Paper • 2402.19282 • Published Feb 29, 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Paper • 2405.12939 • Published May 21, 2024 • 1
Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective Paper • 2412.14135 • Published Dec 18, 2024
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? Paper • 2502.12215 • Published Feb 17, 2025 • 16
Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections Paper • 2507.00018 • Published Jun 15, 2025
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction Paper • 2508.11987 • Published Aug 16, 2025 • 71