PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published 5 days ago • 90
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published 3 days ago • 107
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published 14 days ago • 91
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published 16 days ago • 201
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions Paper • 2308.12674 • Published Aug 24, 2023 • 1
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective Paper • 2404.07549 • Published Apr 11, 2024
SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning Paper • 2602.07464 • Published Feb 7
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 38
Query-focused and Memory-aware Reranker for Long Context Processing Paper • 2602.12192 • Published Feb 12 • 58
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 66