Jan Deriu

According to our database, Jan Deriu authored at least 40 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Unified Model for Automated Evaluation of Text Generation Systems.

Jan Deriu, Mark Cieliebak

ERCIM News, 2024

The Dynamic Net Architecture: Learning Robust and Holistic Visual Representations Through Self-Organizing Networks.

Pascal Sager, Jan Milan Deriu, Benjamin F. Grewe, Thilo Stadelmann, Christoph von der Malsburg

CoRR, 2024

Improving Quantification with Minimal In-Domain Annotations: Beyond Classify and Count.

Pius von Däniken, Jan Milan Deriu, Álvaro Rodrigo, Mark Cieliebak

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Error-preserving Automatic Speech Recognition of Young English Learners' Language.

Janick Michot, Manuela Hürlimann, Jan Deriu, Luzia Sauer, Katsiaryna Mlynchyk, Mark Cieliebak

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation.

Pius von Däniken, Jan Deriu, Don Tuggener, Mark Cieliebak

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems.

Yi Zhang, Jan Deriu, George Katsogiannis-Meimarakis, Catherine Kosten, Georgia Koutrika, Kurt Stockinger

Proc. VLDB Endow., December, 2023

Text-to-Speech Pipeline for Swiss German - A comparison.

Tobias Bollinger, Jan Deriu, Manfred Vogel

CoRR, 2023

From Concept to Implementation: The Data-Centric Development Process for AI in Industry.

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

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

HAMiSoN Project.

Anselmo Peñas, Jan Deriu, Rajesh Sharma, Guilhem Valentin, Julio Reyes-Montesinos

Proceedings of the Workshop on NLP applied to Misinformation co-located with 39th International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Holistic Analysis of Organised Misinformation Activity in Social Networks.

Anselmo Peñas, Jan Deriu, Rajesh Sharma, Guilhem Valentin, Julio Reyes-Montesinos

Proceedings of the Disinformation in Open Online Media, 2023

Dialect Transfer for Swiss German Speech Translation.

Claudio Paonessa, Yanick Schraner, Jan Deriu, Manuela Hürlimann, Manfred Vogel, Mark Cieliebak

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

ZHAW-CAI at CheckThat!-2023: Ensembling using Kernel Averaging.

Pius von Däniken, Jan Deriu, Mark Cieliebak

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions.

Michel Plüss, Jan Deriu, Yanick Schraner, Claudio Paonessa, Julia Hartmann, Larissa Schmidt, Christian Scheller, Manuela Hürlimann, Tanja Samardzic, Manfred Vogel, Mark Cieliebak

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Correction of Errors in Preference Ratings from Automated Metrics for Text Generation.

Jan Deriu, Pius von Däniken, Don Tuggener, Mark Cieliebak

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges.

Shikib Mehri, Jinho Choi, Luis Fernando D'Haro, Jan Deriu, Maxine Eskénazi, Milica Gasic, Kallirroi Georgila, Dilek Hakkani-Tur, Zekang Li, Verena Rieser, Samira Shaikh, David R. Traum, Yi-Ting Yeh, Zhou Yu, Yizhe Zhang, Chen Zhang

CoRR, 2022

SDS-200: A Swiss German Speech to Standard German Text Corpus.

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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis.

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

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

On the Effectiveness of Automated Metrics for Text Generation Systems.

Pius von Däniken, Jan Deriu, Don Tuggener, Mark Cieliebak

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Probing the Robustness of Trained Metrics for Conversational Dialogue Systems.

Jan Deriu, Don Tuggener, Pius von Däniken, Mark Cieliebak

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Survey on evaluation methods for dialogue systems.

Jan Deriu, Álvaro Rodrigo, Arantxa Otegi, Guillermo Echegoyen, Sophie Rosset, Eneko Agirre, Mark Cieliebak

Artif. Intell. Rev., 2021

ZHAW-CAI: Ensemble Method for Swiss German Speech to Standard German Text (short paper).

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

Proceedings of the Swiss Text Analytics Conference 2021, Winterthur, 2021

2020

Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems.

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation.

Jan Deriu, Katsiaryna Mlynchyk, Philippe Schläpfer, Álvaro Rodrigo, Dirk Von Gruenigen, Nicolas Kaiser, Kurt Stockinger, Eneko Agirre, Mark Cieliebak

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

DoQA - Accessing Domain-Specific FAQs via Conversational QA.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Fact-aware Abstractive Text Summarization using a Pointer-Generator Network.

Valentin Venzin, Jan Deriu, Didier Orel, Mark Cieliebak

Proceedings of the 4th Swiss Text Analytics Conference, SwissText 2019, Winterthur, 2019

Towards Understanding Lifelong Learning for Dialogue Systems.

Mark Cieliebak, Olivier Galibert, Jan Deriu

Proceedings of the Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, 2019

Towards a Metric for Automated Conversational Dialogue System Evaluation and Improvement.

Jan Milan Deriu, Mark Cieliebak

Proceedings of the 12th International Conference on Natural Language Generation, 2019

2018

Twist Bytes - German Dialect Identification with Data Mining Optimization.

Fernando Benites de Azevedo e Souza, Ralf Grubenmann, Pius von Däniken, Dirk Von Gruenigen, Jan Deriu, Mark Cieliebak

Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, 2018

Future Actions for Swiss German - Workshop Results at SwissText 2018.

Tanja Samardzic, Mark Cieliebak, Jan Milan Deriu

Proceedings of the 3rd Swiss Text Analytics Conference, SwissText 2018, Winterthur, 2018

SB-CH: A Swiss German Corpus with Sentiment Annotations.

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

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

Syntactic Manipulation for Generating more Diverse and Interesting Texts.

Jan Milan Deriu, Mark Cieliebak

Proceedings of the 11th International Conference on Natural Language Generation, 2018

2017

Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification.

Jan Deriu, Aurélien Lucchi, Valeria De Luca, Aliaksei Severyn, Simon Müller, Mark Cieliebak, Thomas Hofmann, Martin Jaggi

Proceedings of the 26th International Conference on World Wide Web, 2017

TopicThunder at SemEval-2017 Task 4: Sentiment Classification Using a Convolutional Neural Network with Distant Supervision.

Simon Müller, Tobias Huonder, Jan Deriu, Mark Cieliebak

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

SwissAlps at SemEval-2017 Task 3: Attention-based Convolutional Neural Network for Community Question Answering.

Jan Deriu, Mark Cieliebak

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Potential and Limitations of Cross-Domain Sentiment Classification.

Jan Deriu, Martin Weilenmann, Dirk Von Gruenigen, Mark Cieliebak

Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media, 2017

A Twitter Corpus and Benchmark Resources for German Sentiment Analysis.

Mark Cieliebak, Jan Deriu, Dominic Egger, Fatih Uzdilli

Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media, 2017

2016

SwissCheese at SemEval-2016 Task 4: Sentiment Classification Using an Ensemble of Convolutional Neural Networks with Distant Supervision.

Jan Deriu, Maurice Gonzenbach, Fatih Uzdilli, Aurélien Lucchi, Valeria De Luca, Martin Jaggi

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

RTDS: real-time discussion statistics.

Pascal Bissig, Jan Deriu, Klaus-Tycho Foerster, Roger Wattenhofer

Proceedings of the 15th International Conference on Mobile and Ubiquitous Multimedia, 2016

Sentiment Detection using Convolutional Neural Networks with Multi-Task Training and Distant Supervision.

Jan Deriu, Mark Cieliebak

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), 2016

2015

A Directional Diffusion Algorithm for Inpainting.

Jan Deriu, Rolf Jagerman, Kai-En Tsay

CoRR, 2015