Jan Milan Deriu

• Pre-Study on Generation of Hockey News / Stellv. ProjektleiterIn / 01.10.2018
• Call-E: Virtual Call Agent / Teammitglied / 01.06.2018
• LIHLITH - Learning to Interact with Humans by Lifelong Interaction with Humans / Teammitglied / 01.10.2017
• DeepText: Intelligente Textanalyse mit Deep Learning / Stellv. ProjektleiterIn / 01.09.2016

Konferenzbeiträge, peer-reviewed

• 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, May 7-12, 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, 05-08 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, December 11, 2017.

  Association for Computational Linguistics.

  S. 45-51.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1530

• 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, April 3-7, 2017.

  Stroudsburg PA, USA:

  Association for Computational Linguistics.

  S. 17-24.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1526

• 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, December 5-7, 2016.

  Italian Journal of Computational Linguistics.

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

Weitere Publikationen

• 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, April 3–7, 2017.

  ACM.

  S. 1045-1052.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1525

• 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/10.21256/zhaw-3481

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