1. 2026
  2. Semantic vs. Structural Signals: Log-Probability and LLM-as-a-Judge for Reference-Free Code Evaluation

    Fedrushkov, D., He, Y., Smirnov, I., Aliev, A. & Kovalchuk, S., 1 Jul 2026, Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics (GEM). Mille, S., Gehrmann, S., Schmidtová, P., Dušek, O., Fadaee, M., Lo, K., Santus, E. & Stanovsky, G. (eds.). San Diego, California, USA: Association for Computational Linguistics, p. 574-581 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

ID: 163245