2 papers
cs.MA2026
Tiny Moves: Game-based Hypothesis Refinement
Agnieszka Dobrowolska, Rogier Hintzen, Martin Balla +6
Most machine learning approaches to scientific discovery frame hypotheses as end-to-end predictions, obscuring the incremental structure of scientific reasoning. We propose The Hyp…
cs.LG2025
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification
Ravi Patel, Angus Brayne, Rogier Hintzen +3
Language models hold incredible promise for enabling scientific discovery by synthesizing massive research corpora. Many complex scientific research questions have multiple plausib…