Recent Research Signals

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Paper	Possible Impact	Features	Possible Business Area
A Preliminary Study on the Promises and Challenges of Native Top-$k$ Sparse Attention Computation and Language	Makes AI understand long texts faster and better.	Meituan Code	Natural Language Processing (77%)	Score: 2 2 days ago
Enhancing Automated Paper Reproduction via Prompt-Free Collaborative Agents Artificial Intelligence	Makes computer code from science papers better.	Meituan	Artificial Intelligence (79%)	Score: 1 3 days ago