Witt Lab

People / Magnus Sesodia

Magnus Sesodia

Magnus Sesodia

PhD student, co-supervised

University of Oxford

Co-supervised with Prof. Philip Torr

Google Scholar

Publications with the lab

Full publication list on Google Scholar.

  1. 2026
    Inside the Loop: A Mechanistic Study of Weight-Tied Transformers on Depth-Bound Algorithmic TasksM. Sesodia, P. Torr, C. Schroeder de Witt
    NeurIPS 2026
  2. 2026
    OpenSanctions Pairs: A Large-Scale Dataset for Pairwise Entity MatchingC. Smith, M. Sesodia, F. Lindenberg, C. Schroeder de Witt
    NeurIPS 2026, Evaluations and Datasets TrackPaper
  3. 2025
    AnnoCaseLaw: A Richly-annotated Dataset for Benchmarking Explainable Legal Judgment PredictionM. Sesodia, A. Petrova, J. Armour, T. Lukasiewicz, C. Schroeder de Witt, and others
    arXiv preprint 2503.00128Paper