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Aleksei Vatolin

Source-listed: Doctoral dissertation candidate · Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences (FRC CSC RAS)

  • Language models
  • Information retrieval
  • Evaluation

Selected work

5
  1. MMTEB: Massive Multilingual Text Embedding BenchmarkAuthor · 2025
  2. SciRus: Tiny and Powerful Multilingual Encoder for Scientific TextsContributor · 2024
  3. RuSciBench: Open Benchmark for Russian and English Scientific Document RepresentationsContributor · 2024
  4. ruSciFact: Open Benchmark for Verifying Scientific Facts in RussianFirst author · 2025
  5. Structured Sentiment Analysis with Large Language Models: A Winning Solution for RuOpinionNE-2024Contributor · 2025

Source-linked involvement

1
  1. MTEBCode contributor · 19 commits · 19 merged PRs · as of Sep 3, 2026