Ondřej Dušek - Bibliography

Papers

2019

  • Ondřej Dušek, Jekaterina Novikova, and Verena Rieser. Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge, In: Computer Speech and Language. [ScienceDirect / arXiv / web]
  • Simon Keizer, Ondřej Dušek, Xingkun Liu, and Verena Rieser. User Evaluation of a Multi-dimensional Statistical Dialogue System, In: SIGDIAL, Stockholm. [arXiv / poster]

2018

  • Ondřej Dušek, Jekaterina Novikova, and Verena Rieser. Findings of the E2E NLG Challenge, In: INLG, Tilburg. [arXiv / web / slides]
  • Xinnuo Xu, Ondřej Dušek, Ioannis Konstas, and Verena Rieser. Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity, In: EMNLP, Brussels. [arXiv / Github / poster]
  • Jekaterina Novikova, Ondřej Dušek, and Verena Rieser. RankME: Reliable Human Ratings for Natural Language Generation, In: NAACL, New Orleans, 2018. [arXiv / Poster / Github]
  • Shubham Agarwal, Ondřej Dušek, Ioannis Konstas, and Verena Rieser. Improving Context Modelling in Multimodal Dialogue Generation, In: INLG, Tilburg. [arXiv / Github / poster]
  • Shubham Agarwal, Ondřej Dušek, Ioannis Konstas, and Verena Rieser. A Knowledge-Grounded Multimodal Search-Based Conversational Agent, In: SCAI EMNLP workshop, Brussels. [arXiv / Github / poster]
  • Igor Shalyminov, Ondřej Dušek, and Oliver Lemon. Neural Response Ranking for Social Conversation: A Data-Efficient Approach, In: SCAI EMNLP workshop, Brussels. [arXiv / Github / slides]

2017

  • Ondřej Dušek, Jekaterina Novikova, and Verena Rieser. Referenceless Quality Estimation for Natural Language Generation, In: LGNL, Sydney, 2017. [arXiv / Poster / Slides / Github]
  • Jekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, and Verena Rieser. Why We Need New Evaluation Metrics for NLG, In: EMNLP, Copenhagen, 2017. [arXiv / Github]
  • Jekaterina Novikova, Ondřej Dušek, and Verena Rieser. The E2E Dataset: New Challenges For End-to-End Generation, In: SIGDIAL, Saarbrücken, 2017. [arXiv / Web / Poster / Slides / Video]
  • Jekaterina Novikova, Ondřej Dušek, and Verena Rieser. Data-driven Natural Language Generation: Paving the Road to Success, In: WiNLP, Vancouver, 2017. [arXiv]

2016

  • Ondřej Dušek and Filip Jurčíček. A Context-aware Natural Language Generator for Dialogue Systems, In: SIGDIAL, Los Angeles, 2016. [PDF / arXiv / Software]
  • Ondřej Dušek and Filip Jurčíček. Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings, In: ACL, Berlin, 2016. [PDF / arXiv / Software]
  • Ondřej Bojar, Ondřej Dušek, Tom Kocmi, Jindřich Libovický, Michal Novák, Martin Popel, Roman Sudarikov, and Dušan Variš. CzEng 1.6: Enlarged Czech-English Parallel Corpus with Processing Tools Dockered, In: TSD, Brno, 2016. [View on SpringerLink]
  • Rudolf Rosa, Martin Popel, Ondřej Bojar, David Mareček, and Ondřej Dušek. Moses & Treex Hybrid MT Systems Bestiary, In: DMTW, Lisbon, 2016. [PDF]
  • Roman Sudarikov, Ondřej Bojar, Ondřej Dušek, Martin Holub, and Vincent Kríž. Verb Sense Disambiguation in Machine Translation, In: HyTra-6, Osaka, 2016. [PDF]
  • Ondřej Dušek and Filip Jurčíček. A Context-aware Natural Language Generation Dataset for Dialogue Systems, In: RE-WOCHAT, Portorož, 2016. [PDF / PDF slides]

2015

  • Rudolf Rosa, Ondřej Dušek, Michal Novák, and Martin Popel. Translation Model Interpolation for Domain Adaptation in TectoMT, In: Deep MT Workshop, Prague, 2015 [PDF / PDF slides]
  • Ondřej Dušek, Luís Gomes, Michal Novák, Martin Popel, and Rudolf Rosa. New Language Pairs in TectoMT, In: WMT, Lisbon, 2015 [PDF / PDF poster]
  • Ondřej Dušek and Filip Jurčíček. Training a Natural Language Generator from Unaligned Data, In: ACL-IJCNLP, Beijing, 2015. [PDF / PDF slides / PDF poster (for YRRSDS) / Presentation video / Software]
  • Ondřej Dušek, Eva Fučíková, Jan Hajič, Martin Popel, Jana Šindlerová, and Zdeňka Urešová. Using Parallel Texts and Lexicons for Verbal Word Sense Disambiguation, In: Depling, Uppsala, 2015. [PDF / PDF slides]
  • Zdeňka Urešová, Ondřej Dušek, Eva Fučíková, Jan Hajič, and Jana Šindlerová. Bilingual English-Czech Valency Lexicon Linked to a Parallel Corpus, In: LAW IX - The 9th Linguistic Annotation Workshop, Denver, 2015. [PDF]

2014

  • Daniela Majchráková, Ondřej Dušek, Jan Hajič, Agáta Karčová, Radovan Garabík. Semi-automatic Detection of Multiword Expressions in the Slovak Dependency Treebank, In: Computational Linguistics in Bulgaria, Sofia, 2014. [PDF]
  • Daniel Zeman, Ondřej Dušek, David Mareček, Martin Popel, Loganathan Ramasamy, Jan Štěpánek, Zdeněk Žabokrtský and Jan Hajič. HamleDT: Harmonized multi-language dependency treebank, in: Language Resources and Evaluation (48) 4, December 2014. [View on SpringerLink]
  • Ondřej Dušek, Ondřej Plátek, Lukáš Žilka, and Filip Jurčíček. Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users, in: Proceedings of Sigdial, Philadelphia, 2014. [PDF / PDF poster]
  • Ondřej Dušek, Jan Hajič, Jaroslava Hlaváčová, Michal Novák, Pavel Pecina, Rudolf Rosa, Aleš Tamchyna, Zdeňka Urešová and Daniel Zeman. Machine Translation of Medical Texts in the Khresmoi Project, in: Ninth Workshop on Statistical Machine Translation, Baltimore, 2014. [PDF]
  • Ondřej Dušek, Jan Hajič, and Zdeňka Urešová: Verbal Valency Frame Detection and Selection in Czech and English, in: The 2nd Workshop on EVENTS, Baltimore, 2014. [PDF / PDF poster]
  • Pavel Pecina, Ondřej Dušek, Lorraine Goeuriot, Jan Hajič, Jaroslava Hlaváčová, Gareth Jones, Liadh Kelly, Johannes Leveling, David Mareček, Michal Novák, Martin Popel, Rudolf Rosa, Aleš Tamchyna, and Zdeňka Urešová: Adaptation of Machine Translation for Multilingual Information Retrieval in the Medical Domain, in: Artificial Inteligence in Medicine (61) 3, 2014. [View on ScienceDirect]
  • Matěj Korvas, Ondřej Plátek, Ondřej Dušek, Lukáš Žilka, and Filip Jurčíček: Free English and Czech Telephone Speech Corpus Shared Under the CC-BY-SA 3.0 License, in: Proceedings of LREC, Reykjavík, 2014. [PDF / PDF slides]
  • Zdeňka Urešová, Ondřej Dušek, Jan Hajič, and Pavel Pecina: Multilingual Test Sets for Machine Translation of Search Queries for Cross-lingual Information Retrieval in the Medical Domain, in: Proceedings of LREC, Reykjavík, 2014. [PDF / PDF poster]

2013

  • Ondřej Dušek, Filip Jurčíček: Robust Multilingual Statistical Morphological Generation Models, in: ACL Student Research Workshop, Sofia, 2013. [PDF / PDF slides / Presentation video / Software used for the experiments]
  • Ondřej Dušek: Towards a Truly Statistical Natural Language Generator for Spoken Dialogues, in: Week of Doctoral Students. Prague, 2013. [PDF / PDF slides]
  • Aleš Tamchyna, Ondřej Dušek, Rudolf Rosa, Pavel Pecina: MTMonkey: A Scalable Infrastructure for a Machine Translation Web Service, in: The Prague Bulletin of Mathematical Linguistics 100, 31-40. [PDF / PDF poster / Software]

2012

  • Ondřej Dušek, Zdeněk Žabokrtský, Martin Popel, Martin Majliš, Michal Novák, David Mareček: Formemes in English-Czech Deep Syntactic MT, in: Proceedings of the Seventh Workshop on Statistical Machine Translation, Montréal, 2012. [PDF]
  • Rudolf Rosa, David Mareček, Ondrej Dušek: DEPFIX: A System for Automatic Correction of Czech MT Outputs, in: Proceedings of the Seventh Workshop on Statistical Machine Translation, Montréal, 2012. [PDF]
  • Rudolf Rosa, Ondřej Dušek, David Mareček, Martin Popel: Using Parallel Features in Parsing of Machine-Translated Sentences for Correction of Grammatical Errors, in: Proceedings of SSST-6, Jeju, 2012. [PDF]
  • Ondřej Bojar, Zdeněk Žabokrtský, Ondrej Dušek, Petra Galušcáková, Martin Majliš, David Marecek, Jiří Maršík, Michal Novák, Martin Popel, Aleš Tamchyna: The Joy of Parallelism with CzEng 1.0, in: Proceedings of LREC, Istanbul, 2012. [PDF]

Theses

  • Novel Methods for Natural Language Generation in Spoken Dialogue Systems. Ph.D. Thesis, Faculty of Mathematics and Physics, Charles University, Prague, 2017. [PDF / PDF summary / PDF slides]
  • Confrontation of Czech and German valency lexicons. Master's thesis, Faculty of Arts, Charles University in Prague, 2013. [PDF (in German)]
  • Deep automatic analysis of English. Master's thesis, Faculty of Mathematics and Physics, Charles University in Prague, 2010. [PDF]
  • BashCommander. Bachelor thesis, Faculty of Mathematics and Physics, Charles University in Prague, 2007. [PDF]

Talks