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Maksim Pershin

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Natural Language Processing (1)Recommendation & Information Retrieval (1)Tool Use & Agents (1)

Frequent co-authors

M.N. Pershin (1)I. Golovanov (1)Ivan Golovanov (1)Pavel Baltabaev (1)Natalia Trankova (1)

Papers (1)

Apr 16, 2026

M.N. Pershin +5Apr 16, 2026

Calibration-Gated LLM Pseudo-Observations for Online Contextual Bandits

LLMs can slash regret in contextual bandits, but only if you nail the prompt engineering – generic prompts actually *hurt* performance.

M.N. Pershin, Maksim Pershin, I. Golovanov +3

Natural Language Processing Recommendation & Information Retrieval Tool Use & Agents