Can Deep Research Agents Find and Organize? Evaluating the Synthesis Gap with Expert Taxonomies Paper • 2601.12369 • Published 6 days ago • 1
Can Deep Research Agents Find and Organize? Evaluating the Synthesis Gap with Expert Taxonomies Paper • 2601.12369 • Published 6 days ago • 1
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published 4 days ago • 43
Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control Paper • 2601.03973 • Published 17 days ago • 2
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation Paper • 2506.04078 • Published Jun 4, 2025
The Rise and Potential of Large Language Model Based Agents: A Survey Paper • 2309.07864 • Published Sep 14, 2023 • 8
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study Paper • 2407.06153 • Published Jul 8, 2024
Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning Paper • 2505.13886 • Published May 20, 2025 • 6
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts Paper • 2503.06706 • Published Mar 9, 2025
MDAR: A Multi-scene Dynamic Audio Reasoning Benchmark Paper • 2509.22461 • Published Sep 26, 2025 • 1
What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study Paper • 2506.12537 • Published Jun 14, 2025 • 1
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 212
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published 20 days ago • 18
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training Paper • 2502.04066 • Published Feb 6, 2025
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models Paper • 2508.05452 • Published Aug 7, 2025