Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units Paper • 2601.21996 • Published 14 days ago • 4
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards Paper • 2601.06021 • Published Jan 9 • 45
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI Paper • 2512.16676 • Published Dec 18, 2025 • 217
Glyph: Scaling Context Windows via Visual-Text Compression Paper • 2510.17800 • Published Oct 20, 2025 • 68
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models Paper • 2510.11683 • Published Oct 13, 2025 • 15
DeepPrune: Parallel Scaling without Inter-trace Redundancy Paper • 2510.08483 • Published Oct 9, 2025 • 24
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets? Paper • 2510.02209 • Published Oct 2, 2025 • 54
SIRI: Scaling Iterative Reinforcement Learning with Interleaved Compression Paper • 2509.25176 • Published Sep 29, 2025 • 14
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning Paper • 2507.01006 • Published Jul 1, 2025 • 251