Daily AI Papers Briefing (2026-01-28)

ずんだもんのHugging Faceニュース · Jan 27, 2026 · 4m

【本日の論文】

1. Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

https://huggingface.co/papers/2601.17058

2. daVinci-Dev: Agent-native Mid-training for Software Engineering

https://huggingface.co/papers/2601.18418

3. The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation

https://huggingface.co/papers/2601.17737

4. Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility

https://huggingface.co/papers/2601.17027

5. Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient…