Evgeny Kotelnikov
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
NLP×2Software Eng.×1
Frequent co-authors
Research Timeline
2026
Improving Small Language Models for Code Generation with Reinforcement Learning from Verification Feedback
The paper demonstrates that using Reinforcement Learning from Verifiable Rewards (RLVR) significantly improves small language models' functional correctness in code generation, particularly when combining unit-test and static-analysis feedback.
Can LLM Teams Play What? Where? When?
This paper investigates if team-based interaction improves LLM performance on complex reasoning tasks (ChGK), finding that structured team strategies significantly boost accuracy by acting as error-filtering mechanisms.
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Papers
cs.SEcs.CLRecentMay 28, 2026
Improving Small Language Models for Code Generation with Reinforcement Learning from Verification Feedback
The paper demonstrates that using Reinforcement Learning from Verifiable Rewards (RLVR) significantly improves small language models' functional correctness in code generation, particularly when combi…
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cs.CLRecentMay 28, 2026