Dr. Jan Milan Deriu

Persönliches Profil

Projekte

• End-to-End Low-Resource Speech Translation for Swiss German Dialects / Stellv. ProjektleiterIn / Projekt abgeschlossen
• Pre-Study on Generation of Hockey News / Stellv. ProjektleiterIn / Projekt abgeschlossen
• Call-E: Virtual Call Agent / Teammitglied / Projekt abgeschlossen
• LIHLITH - Learning to Interact with Humans by Lifelong Interaction with Humans / Teammitglied / Projekt abgeschlossen
• DeepText: Intelligente Textanalyse mit Deep Learning / Stellv. ProjektleiterIn / Projekt abgeschlossen

Publikationen

• Deriu, Jan Milan; Rodrigo, Alvaro; Otegi, Arantxa; Echegoyen, Guillermo; Rosset, Sophie; Agirre, Eneko; Cieliebak, Mark,

  2020.

  Survey on evaluation methods for dialogue systems.

  Artificial Intelligence Review.

  54(1), S. 755-810.

  Verfügbar unter: https://doi.org/10.1007/s10462-020-09866-x

• Luley, Paul-Philipp; Deriu, Jan Milan; Yan, Peng; Schatte, Gerrit A.; Stadelmann, Thilo,

  2023.

  From concept to implementation : the data-centric development process for AI in industry [Paper].

  In:

  Proceedings of the 10th IEEE Swiss Conference on Data Science.

  10th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 22-23 June 2023.

  IEEE.

  Verfügbar unter: https://doi.org/10.21256/zhaw-27724

• von Däniken, Pius; Deriu, Jan Milan; Agirre, Eneko; Brunner, Ursin; Cieliebak, Mark; Stockinger, Kurt,

  2022.

  Improving NL-to-Query systems through re-ranking of semantic hypothesis [Paper].

  In:

  5th International Conference on Natural Language and Speech Processing (ICNLSP), online, 16-17 December 2022.

  Winterthur:

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Verfügbar unter: https://doi.org/10.21256/zhaw-26147

• Plüss, Michel; Hürlimann, Manuela; Cuny, Marc; Stöckli, Alla; Kapotis, Nikolaos; Hartmann, Julia; Ulasik, Malgorzata Anna; Scheller, Christian; Schraner, Yanick; Jain, Amit; Deriu, Jan Milan; Cieliebak, Mark; Vogel, Manfred,

  2022.

  SDS-200 : a Swiss German speech to Standard German text corpus [Paper].

  In:

  Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022).

  13th Language Resources and Evaluation Conference (LREC), Marseille, France, 20-25 June 2022.

  European Language Resources Association.

  S. 3250-3256.

  Verfügbar unter: https://doi.org/10.21256/zhaw-26131

• Deriu, Jan Milan; Tuggener, Don; von Däniken, Pius; Cieliebak, Mark,

  2022.

  Probing the robustness of trained metrics for conversational dialogue systems [Paper].

  In:

  Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics.

  60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), Dublin, Ireland, 22-27 May 2022.

  Association for Computational Linguistics.

  S. 750-761.

  Verfügbar unter: https://doi.org/10.18653/v1/2022.acl-short.85

• Tuggener, Don; Mieskes, Margot; Deriu, Jan Milan; Cieliebak, Mark,

  2021.

  Are we summarizing the right way? : a survey of dialogue summarization data sets [Paper].

  In:

  Proceedings of the Third Workshop on New Frontiers in Summarization.

  Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic (online), 7-11 November 2021.

  Association for Computational Linguistics.

  S. 107-118.

  Verfügbar unter: https://doi.org/10.21256/zhaw-23506

• Ulasik, Malgorzata Anna; Hürlimann, Manuela; Dubel, Bogumila; Kaufmann, Yves; Rudolf, Silas; Deriu, Jan Milan; Mlynchyk, Katsiaryna; Hutter, Hans-Peter; Cieliebak, Mark,

  2021.

  ZHAW-CAI : ensemble method for Swiss German speech to Standard German text [Paper].

  In:

  Benites de Azevedo e Souza, Fernando; Tuggener, Don; Hürlimann, Manuela; Cieliebak, Mark; Vogel, Manfred, Hrsg.,

  Proceedings of the Swiss Text Analytics Conference 2021.

  Swiss Text Analytics Conference – SwissText 2021, Online, 14-16 June 2021.

  CEUR Workshop Proceedings.

  Verfügbar unter: https://doi.org/10.21256/zhaw-23889

• Deriu, Jan Milan; Tuggener, Don; von Däniken, Pius; Campos, Jon Ander; Rodrigo, Alvaro; Belkacem, Thiziri; Soroa, Aitor; Agirre, Eneko; Cieliebak, Mark,

  2020.

  Spot The Bot : a robust and efficient framework for the evaluation of conversational dialogue systems [Paper].

  In:

  Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP).

  Conference on Empirical Methods in Natural Language Processing (EMNLP), Online, 16-20 November 2020.

  Association for Computational Linguistics.

  S. 3971-3984.

  Verfügbar unter: https://doi.org/10.18653/v1/2020.emnlp-main.326

• Deriu, Jan Milan; Mlynchyk, Katsiaryna; Schläpfer, Philippe; Rodrigo, Alvaro; von Grünigen, Dirk; Kaiser, Nicolas; Stockinger, Kurt; Agirre, Eneko; Cieliebak, Mark,

  2020.

  A methodology for creating question answering corpora using inverse data annotation [Paper].

  In:

  Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

  58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), online, 5-10 July 2020.

  Association for Computational Linguistics.

  S. 897-911.

  Verfügbar unter: https://doi.org/10.18653/v1/2020.acl-main.84

• Campos, Jon Ander; Otegi, Arantxa; Soroa, Aitor; Deriu, Jan Milan; Cieliebak, Mark; Agirre, Eneko,

  2020.

  DoQA : accessing domain-specific FAQs via conversational QA [Paper].

  In:

  Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

  58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), online, 5-10 July 2020.

  Association for Computational Linguistics.

  S. 7302-7314.

  Verfügbar unter: https://doi.org/10.18653/v1/2020.acl-main.652

• Sileo, Damien; Pradel, Camille; Peñas, Anselmo; Echegoyen, Guillermo; Otegi, Arantxa; Deriu, Jan Milan; Cieliebak, Mark; Barrena, Ander; Agirre, Eneko,

  2019.

  Matching words and knowledge graph entities with meta-embeddings [Paper].

  In:

  Proceedings of CAp2019.

  Conference on Machine Learning (CAp), Toulouse, July 3 to 5, 2019.

  PFIA.

  S. 34-39.

• Deriu, Jan Milan; Cieliebak, Mark,

  2019.

  Towards a metric for automated conversational dialogue system evaluation and improvement [Paper].

  In:

  2th International Conference on Natural Language Generation (INLG 2019), Tokyo, Japan, October 29 - November 1, 2019.

  Verfügbar unter: https://www.inlg2019.com/assets/papers/132_Supplementary_Attachment.pdf

• Cieliebak, Mark; Galibert, Olivier; Deriu, Jan Milan,

  2019.

  Towards understanding lifelong learning for dialogue systems [Paper].

  In:

  IWSDS 2019 Proceedings.

  IWSDS 2019 : International Workshop on Spoken Dialogue Systems Technology, Siracusa, Italy, Apr 24, 2019 - Apr 26, 2019.

  IWSDS.

• Grubenmann, Ralf; Tuggener, Don; von Däniken, Pius; Deriu, Jan Milan; Cieliebak, Mark,

  2018.

  SB-CH : a Swiss German corpus with sentiment annotations [Poster].

  In:

  Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018.

  11th Edition of the Language Resources and Evaluation Conference (LREC 2018), Miyazaki, 7-12 May 2018.

  European Language Resources Association.

• Deriu, Jan Milan; Cieliebak, Mark,

  2018.

  Syntactic manipulation for generating more diverse and interesting texts [Paper].

  In:

  Proceedings of the 11th International Conference on Natural Language Generation.

  11th International Conference on Natural Language Generation (INLG 2018), Tilburg, The Netherlands, 5-8 November 2018.

  Association for Computational Linguistics.

  S. 22-34.

  Verfügbar unter: https://doi.org/10.21256/zhaw-4875

• Benites de Azevedo e Souza, Fernando; Grubenmann, Ralf; von Däniken, Pius; von Grünigen, Dirk; Deriu, Jan Milan; Cieliebak, Mark,

  2018.

  Twist Bytes : German dialect identification with data mining optimization [Paper].

  In:

  Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018).

  27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, August 20-26, 2018.

  VarDial.

  S. 218-227.

  Verfügbar unter: https://doi.org/10.21256/zhaw-4850

• Cieliebak, Mark; Deriu, Jan Milan; Egger, Dominic; Uzdilli, Fatih,

  2017.

  A Twitter corpus and benchmark resources for german sentiment analysis [Paper].

  In:

  5th International Workshop on Natural Language Processing for Social Media, Boston MA, USA, 11 December 2017.

  Association for Computational Linguistics.

  S. 45-51.

  Verfügbar unter: https://doi.org/10.18653/v1/W17-1106

• Graf, Hans Daniel; Koc, Yusuf; Panighetti, Sandro; Togni, Matteo; von Grünigen, Dirk; Weilenmann, Martin; Xhoxhaj, Erland; Zürrer, Daniel; Benites de Azevedo e Souza, Fernando; Deriu, Jan Milan; Neureiter, Nico; von Däniken, Pius; Cieliebak, Mark; Eich, Walter; Neuhaus, Stephan; Stockinger, Kurt,

  2017.

  Four different ways to build a chatbot about movies [Poster].

  In:

  SwissText 2017: 2nd Swiss Text Analytics Conference, Winterthur, 9. Juni 2017.

• von Grünigen, Dirk; Weilenmann, Martin; Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  Potential and limitations of cross-domain sentiment classification [Paper].

  In:

  Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media.

  Fifth International Workshop on Natural Language Processing for Social Media, Valencia, Spain, 3-7 April 2017.

  Stroudsburg:

  Association for Computational Linguistics.

  S. 17-24.

  Verfügbar unter: https://doi.org/10.18653/v1/W17-1103

• Müller, Simon; Huonder, Tobias; Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  TopicThunder at SemEval-2017 Task 4 : sentiment classification using a convolutional neural network with distant supervision [Paper].

  In:

  Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017).

  11th International Workshop on Semantic Evaluation, Vancouver, Canada, 3-4 August 2017.

  Association for Computational Linguistics.

  S. 766-771.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1529

• Deriu, Jan Milan; Cieliebak, Mark,

  2016.

  Sentiment analysis using convolutional neural networks with multi-task training and distant supervision on italian tweets [Paper].

  In:

  Basili, Roberto; Montemagni, Simonetta, Hrsg.,

  Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016).

  Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Napoli, Italy, 5-7 December 2016.

  Italian Journal of Computational Linguistics.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1527

• von Däniken, Pius; Deriu, Jan Milan; Tuggener, Don; Cieliebak, Mark,

  2022.

  On the effectiveness of automated metrics for text generation systems [Paper].

  In:

  Findings of the Association for Computational Linguistics: EMNLP 2022.

  Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, United Arab Emirates, 7-11 December 2022.

  Association for Computational Linguistics.

  S. 1503-1522.

  Verfügbar unter: https://doi.org/10.21256/zhaw-27042

• Deriu, Jan Milan; Rodrigo, Alvaro; Otegi, Arantxa; Guillermo, Echegoyen; Rosset, Sophie; Agirre, Eneko; Cieliebak, Mark, Hrsg.,

  2019.

  Survey on evaluation methods for dialogue.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Verfügbar unter: https://doi.org/10.21256/zhaw-18985

• Venzin, Valentin; Deriu, Jan Milan; Didier, Orel; Cieliebak, Mark,

  2019.

  Fact-aware abstractive text summarization using a pointer-generator network [Paper].

  In:

  4th Swiss Text Analytics Conference (SwissText 2019), Winterthur, June 18-19 2019.

  Swisstext.

  Verfügbar unter: https://doi.org/10.21256/zhaw-18988

• Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  End-to-end trainable system for enhancing diversity in natural language generation [Paper].

  In:

  End-to-End Natural Language Generation Challenge (E2E NLG), 2017.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Verfügbar unter: https://doi.org/10.21256/zhaw-4889

• Deriu, Jan Milan; Lucchi, Aurelien; De Luca, Valeria; Severyn, Aliaksei; Müller, Simone; Cieliebak, Mark; Hofmann, Thomas; Jaggi, Martin,

  2017.

  Leveraging large amounts of weakly supervised data for multi-language sentiment classification [Paper].

  In:

  Proceedings of the 26th International Conference on World Wide Web.

  26th International World Wide Web Conference Committee (IW3C2), Perth, Australia, 3-7 April 2017.

  ACM.

  S. 1045-1052.

  Verfügbar unter: https://doi.org/10.1145/3038912.3052611

• Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  SwissAlps at SemEval-2017 Task 3 : attention-based convolutional neural network for community question answering [Paper].

  In:

  Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017).

  SemEval 2017 - International Workshop on Semantic Evaluation, Vancouver, Canada, 3-4 August 2017.

  Association for Computational Linguistics.

  S. 334-338.

  Verfügbar unter: https://doi.org/10.18653/v1/S17-2054

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