Research

My research has focused on evaluating LLMs and their ability to reason about complex problems.

• LLMs as Models for Analogical Reasoning

  Sam Musker, Alex Duchnowski, Raphaël Millière, Ellie Pavlick

  • LLM Reasoning
  • Psycholinguistics

• EHOP: A Dataset of Everyday NP-hard Optimization Problems

  Alex Duchnowski, Ellie Pavlick, Alexander Koller

  • LLM Reasoning
  • Neurosymbolic Methods

• Collaborative Problem-Solving in an Optimization Game

  Isidora Jeknic, Alex Duchnowski, Alexander Koller

  • LLM Agents
  • Game Theory
  • Traveling Salesman Problem