Diane Tchuindjo

Ph.D. Student at MIT

Research

My research focuses on designing algorithms to optimize NLP systems. I'm particularly interested in optimizing retrieval mechanisms for reasoning-intensive tasks.

Contact

Email me at 'd <full-last-name>' at gmail dot com

Random Musings

For more of my thoughts, check out the musings page.

Papers

• Reasoning-Intensive Regression
  by Diane Tchuindjo and Omar Khattab
  We introduce Reasoning-Intensive Regression (RiR), regression tasks requiring precise numerical predictions that depend on multi-step reasoning. LLMs reason well but output coarsely; small regressors calibrate well but can't reason. We develop methods to bridge this gap.
  Blog post. NeurIPS 2025 Efficient Reasoning Workshop.