Evgeniia Razumovskaia bio photo

Evgeniia Razumovskaia

Research Scientist
Google DeepMind

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Research

Interests: Dialogue systems, Machine Learning, Natural Language Processing (NLP), Multilingual NLP, Artiticial Intelligence

Publications

  1. Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?
    Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen.
    Published in Transactions of Association for Computational Linguistics (TACL), : to appear. 2025.

  2. SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
    Evgeniia Razumovskaia, Goran Glavaš, Anna Korhonen, Ivan Vulić.
    Published in Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2024), 8188-8204, 2024.

  3. Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
    Evgeniia Razumovskaia, Ivan Vulić, Pavle Marković, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Paweł Budzianowski.
    Published in Findings of 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), 17139-17152, 2024.

  4. Transfer-Free Data-Efficient Multilingual Slot Labeling
    Evgeniia Razumovskaia, Ivan Vulić, and Anna Korhonen.
    Published in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 6041-6055, 2023.

  5. Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue
    Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulić, Anna Korhonen, Alexandra Birch
    Published in Findings of the Association for Computational Linguistics (ACL 2023), 3732–3755, 2023.

  6. Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation
    Olga Majewska*, Evgeniia Razumovskaia*, Edoardo M. Ponti, Ivan Vulić and Anna Korhonen
    Published in Transactions of Association for Computational Linguistics (TACL), : 11, 139 – 156. (also presented at EACL 2023)

  7. Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue
    Evgeniia Razumovskaia, Ivan Vulić and Anna Korhonen
    Published in Findings of the Association for Computational Linguistics (ACL 2022), 2017–2033, 2022.

  8. Natural Language Processing for Multilingual Task-Oriented Dialogue
    Evgeniia Razumovskaia, Goran Glavaš, Olga Majewska, Edoardo M. Ponti, and Ivan Vulić
    Published in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022): Tutorial Abstracts, 44–50, 2022.

  9. Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
    Evgeniia Razumovskaia, Goran Glavaš, Olga Majewska, Edoardo M. Ponti, Anna Korhonen and Ivan Vulić
    Published in Journal of Artificial Intelligence Research, 74, 1351-1402, 2022.

  10. Incorporating rules into end-to-end dialog systems.
    Razumovskaia, E. and Eskenazi, M.
    Published in Conversational AI 3 workshop at NeurIPS 2019: “Today’s Practice and Tomorrow’s Potential”, 2019.

  11. Pretraining Methods for Dialog Context Representation Learning.
    Mehri, S.*, Razumovskaia, E.*, Zhao, T. and Eskenazi, M.
    Published in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), 3836-3846, 2019.

  12. Beyond Turing: Intelligent Agents Centered on the User
    Eskenazi, M., Mehri, S., Razumovskaia, E., and Zhao, T.
    Published in arXiv, 2019.

  13. Evaluation of difficulty and complexity of tasks. Case study of international on-line competition “Beaver”
    Yagunova, E., Pozdniakov, S., Ryzhova, N., Razumovskaia, E., Korovkin, N.
    Published in The International Journal of Engineering Education, 32(3), 1141-1150, 2016.

  14. Tasks classification and age differences in task perception. Case study of international on-line competition “Beaver”
    Yagunova, E., Pozdnyakov, S., Ryzhova, N., Razumovskaia, E., Korovkin, N.
    Published in The Proceedings of International Conference on Informatics in Schools: Situation, Evolution and Perspectives — ISSEP 2015., 33-43, 2015.

  15. Analyses of difficulty and complexity of items in international on-line competition “Beaver”
    Yagunova, E., Pozdnyakov, S., Ryzhova, N., Razumovskaia, E., Korovkin, N.
    Published in IFIP TC3 Working Conference “A New Culture of Learning: Computing and next Generations” Proceedings, 285-297, 2015.

Thesis

Advancing Language Equity and Sample Efficiency in Task-Oriented Dialogue Systems, 2024.

Talks

  1. Building Task-Oriented Dialogue Systems with Scarce Resources

    Talk at EdinburghNLP at the University of Edinburgh

  2. Natural Language Processing for Multilingual Task-Oriented Dialogue
    with Goran Glavaš, Olga Majewska, Edoardo M. Ponti, and Ivan Vulić
    Tutorial at ACL 2022 presenting the state of the area, latest developments and future directions for multilingual dialogue

  3. End-to-end dialogue systems, or a feature which wasn’t meant to happen
    Talk at Rasa Summit 2021 summarising the work I did during my internship at Rasa