Jan Milan Deriu

Jan Milan Deriu
ZHAW
School of Engineering
Forschungsschwerpunkt Software Systems
Steinberggasse 13
8400 Winterthur
Projekte
- 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
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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.
Verfügbar unter : https://doi.org/10.1007/s10462-020-09866-x
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Deriu, Jan Milan; Tuggener, Don ; von Däniken, Pius ; Campos, Jon Ander; Rodrigo, Alvaro; Belkacem, Thiziri; Soroa, Aitor; Agirre, Eneko; Cieliebak, Mark ,
2020.
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
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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.
ACL 2020, Virtual, 5-10 July 2020.
Association for Computational Linguistics.
S. 897-911.
Verfügbar unter : https://doi.org/10.18653/v1/2020.acl-main.84
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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.
ACL 2020, Virtual, 5-10 July 2020.
Association for Computational Linguistics.
S. 7302-7314.
Verfügbar unter : https://doi.org/10.18653/v1/2020.acl-main.652
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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.
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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
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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.
Verfügbar unter : http://iwsds2019.unikore.it/wp-content/uploads/2019/10/IWSDS-2019_Proceedings.zip
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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.
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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
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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
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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
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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.
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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 PA, USA:
Association for Computational Linguistics.
S. 17-24.
Verfügbar unter : https://doi.org/10.18653/v1/W17-1103
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Müller, Simon; Huonder, Tobias; Deriu, Jan Milan; Cieliebak, Mark ,
2017.
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
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Deriu, Jan Milan; Cieliebak, Mark ,
2016.
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
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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
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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
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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
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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
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Deriu, Jan Milan; Cieliebak, Mark ,
2017.
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