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Summer Deadline: Sunday, March 29 @ 11:59pm PT. Click to apply.

Extending AutoCompressors via Surprisal-Based Dynamic Segmentation

Extending AutoCompressors via Surprisal-Based Dynamic Segmentation

December 1, 2025

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

Accepted to SCALR @ COLM 2025

Authors: Richard Xu, Srivishnu Ramamurthi, Raine Ma, David Guo, Dawson Park

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

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The application takes 10 minutes and is reviewed on a rolling basis. We look for strong technical signal—projects, coursework, or competition results—and a genuine curiosity to do real research.

If admitted, you will join a structured pipeline with direct mentorship to take your work from ideation to top conference submission at venues like NeurIPS, ACL, and EMNLP.