varvaralogacheva



Personal Websites

Varvara Logacheva

I am a research scientist at Skoltech’s Natural Language Processing group. My main research interests are dialogue systems, information extraction, sequence-to-sequence models, evaluation of NLP systems.

Before joining Skoltech I was a researcher in Moscow Institute of Physics and Technology (IPavlov project). I got a PhD from the University of Sheffield (UK).

  1. E.Dinan, V.Logacheva, V.Malykh, A.Miller, K.Shuster, J.Urbanek, D.Kiela, A.Szlam, I.Serban, R.Lowe, S.Prabhumoye, A.W.Black, A.Rudnicky, J.Williams, J.Pineau, M.Burtsev, J.Weston. (2019) The Second Conversational Intelligence Challenge (ConvAI2). The NeurIPS ’18 Competition, The Springer Series on Challenges in Machine Learning.
  2. M.Burtsev, A.Seliverstov, R.Airapetyan, M.Arkhipov, D.Baymurzina, N.Bushkov, O.Gureenkova, T.Khakhulin, Y.Kuratov, D.Kuznetsov, A.Litinsky, V.Logacheva, A.Lymar, V.Malykh, M.Petrov, V.Polulyakh, L.Pugachev, A.Sorokin, M.Vikhreva, M.Zaynutdinov. (2018) DeepPavlov: open-source library for dialogue systems. In Proceedings of ACL 2018, System Demonstrations.
  3. V.Malykh, V.Logacheva, and T.Khakhulin. (2018) Robust Word Vectors: Context-Informed Embeddings for Noisy Texts. In Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User-generated Text, Brussels, Belgium, November 2018. pp. 54–63.
  4. V.Logacheva. (2017) Human Feedback in Statistical Machine Translation. PhD Thesis, University of Sheffield.
  5. V.Logacheva, M.Lukasik and L.Specia. (2016) Metrics for Evaluation of Word-level Machine Translation Quality Estimation. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL-2016), Berlin, Germany, August 2016.
  6. V.Logacheva, F.Blain, and L.Specia. (2016) USFD’s Phrase-level Quality Estimation Systems. In Proceedings of the First Conference on Machine Translation (WMT-2016), Berlin, Germany, August 2016, pp. 800–805.
  7. V.Logacheva, C.Hokamp, and L.Specia. (2016) MARMOT: A Toolkit for Translation Quality Estimation at the Word Level. In Proceedings of the 10th edition of the Language Resources and Evaluation Conference (LREC-2016), Portoroz, Slovenia, 23-28 May 2016.
  8. V.Logacheva and L.Specia. (2015) Phrase-level Quality Estimation for Machine Translation. In Proceedings of the 12th International Workshop on Spoken Language Translation (IWSLT-2015), Da Nang, Vietnam, December 2015.
  9. V.Logacheva and L.Specia. (2015) The role of artificially generated negative data for quality estimation of machine translation. In Proceedings of the 18th annual conference of the European Association for Machine Translation (EAMT-2015), Antalya, Turkey, May 2015, pp. 51-58.
  10. V.Logacheva and L.Specia. (2014) Confidence-based Active Learning Methods for Machine Translation. In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL-2014), Workshop on Humans and Computer-assisted Translation, Gothenburg, Sweden, 26 April, 2014.

2017 – PhD in Computer Science, University of Sheffield (UK), supervised by Professor Lucia Specia

Some of my past activities:

  1. I co-organised ConvAI (Conversational Intelligence Challenge) in 2017 and 2018.
  2. I co-organised a series of DeepHack events in 2018.
  3. I co-organised a shared task on Quality Estimation at the Workshop on Machine Translation from 2015 to 2018.
  4. I wrote (jointly with Chris Hokamp) MARMOT – a system for word- and phrase-level Quality Estimation for Machine Translation. It is no longer maintained, but I can answer any questions about it.