2026

1. COLM ’26

   

   Co-Evolving Structured Knowledge and Reasoning in Language Models

   Ryan Thomas Noonan^*, Linxi Zhao^*, Menghan Xu^*, Akanksha Sarkar, Mihir Mishra, Dongyoung Go, Kilian Q. Weinberger, Yoav Artzi, and Jennifer J. Sun

   * Equal contribution

   In Conference on Language Modeling (COLM), 2026

   arXiv Code Website

1. In Submission

   Spatial Induction Heads: In-Context Learning of Multidimensional Cellular Automata

   Kimia Kazemian^*, Menghan Xu^*, John Thickstun, and Sarah Dean

   * Equal contribution

   2026