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Ilia Kuznetsov

Ilia Kuznetsov Dipl.-Ling.

Doctoral researcher

+49 6151 16-25294
+49 6151 16-25295

Hochschulstraße 10
64289 Darmstadt

Office: S2|02 B104

Biographical information

I hold a degree in Theoretical and Applied Linguistics (Dipl. Ling.) from the Lomonosov Moscow State University.

Research interests

  • Semantic Role Labeling
  • Distributional semantics
  • Unsupervised and semi-supervised learning

Publications

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Gruppiere nach: Publikationsjahr | Typ des Eintrags | Keine Gruppierung
Springe zu: 2022 | 2020 | 2019 | 2018 | 2017
Anzahl der Einträge: 9.

2022

Kuznetsov, Ilia (2022):
The Role of Linguistics in Probing Task Design. (Verlagsversion)
Darmstadt, Technische Universität,
DOI: 10.26083/tuprints-00019851,
[Dissertation]

2020

Kuznetsov, Ilia ; Gurevych, Iryna (2020):
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results.
S. 171-182, Association for Computational Linguistics, The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), virtual Conference, 16.-20.11., [Konferenzveröffentlichung]

Şahin, Gözde Gül ; Vania, Clara ; Kuznetsov, Ilia ; Gurevych, Iryna (2020):
Multilingual Probing Tasks for Word Representations.
In: Computational Linguistics, 46 (2), S. 335-385. MIT Press, ISSN 0891-2017,
DOI: 10.1162/COLI_a_00376,
[Artikel]

2019

Gao, Yang ; Eger, Steffen ; Kuznetsov, Ilia ; Gurevych, Iryna ; Miyao, Yusuke (2019):
Does My Rebuttal Matter? Insights from a Major NLP Conference.
S. 1274-1290, Minneapolis, USA, The 2019 Conference of the North American Chapter of the Association for Computational Linguistics, Minneapolis, USA, 02.06.2019-07.10.2019, [Konferenzveröffentlichung]

2018

Kuznetsov, Ilia ; Gurevych, Iryna (2018):
Corpus-driven Thematic Hierarchy Induction.
In: Proceedings of the 22nd Conference on Computational Natural Language Learning, S. 54-64,
Association for Computational Linguistics, Proceedings of the 22nd Conference on Computational Natural Language Learning, Brussels, Belgium, October 31 - November 1, 2018, [Konferenzveröffentlichung]

Kuznetsov, Ilia ; Gurevych, Iryna (2018):
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources.
In: Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), S. 233-244,
Association for Computational Linguistics, The 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, USA, 20.08.2018--26.08.2018, [Konferenzveröffentlichung]

2017

Eger, Steffen ; Do Dinh, Erik-Lân ; Kuznetsov, Ilia ; Kiaeeha, Masoud ; Gurevych, Iryna (2017):
EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION.
In: Proceedings of the International Workshop on Semantic Evaluation, S. 942-946,
Association for Computational Linguistics, Vancouver, Canada, [Konferenzveröffentlichung]

Hartmann, Silvana ; Kuznetsov, Ilia ; Martin, Teresa ; Gurevych, Iryna (2017):
Out-of-domain FrameNet Semantic Role Labeling.
In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), S. 471-482,
Association for Computational Linguistics, Valencia, Spain, [Konferenzveröffentlichung]

Hartmann, Silvana ; Mújdricza-Maydt, Éva ; Kuznetsov, Ilia ; Gurevych, Iryna ; Frank, Anette (2017):
Assessing SRL Frameworks with Automatic Training Data Expansion.
In: Proceedings of the 11th Linguistics Annotation Workshop (LAW XI) at EACL 2017, S. 115-121,
Association for Computational Linguistics, Valencia, Spain, [Konferenzveröffentlichung]

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