DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Paper • 2607.05147 • Published 8 days ago • 32
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published 23 days ago • 95
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published 21 days ago • 148
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published Jun 12 • 94
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 211
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