3 papers
cs.CL2026
Little Brains, Big Feats: Exploring Compact Language Models
Dari Baturova, Elena Bruches, Ivan Chernov +3
While large language models have been dominating the research landscape recently, small language models remain highly relevant across various domains; yet, they receive far less at…
cs.SE2026
TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance
Elena Bruches, Vadim Alperovich, Dari Baturova +8
While Large Language Models (LLMs) have shown promise in software engineering, their application to unit testing remains largely confined to isolated test generation or oracle pred…
cs.SE2026
RM -RF: Reward Model for Run-Free Unit Test Evaluation
Elena Bruches, Daniil Grebenkin, Mikhail Klementev +8
We present RM-RF, a lightweight reward model for run-free evaluation of automatically generated unit tests. Instead of repeatedly compiling and executing candidate tests, RM-RF pre…