Jan Deriu

Orcid: 0000-0002-8405-1344

According to our database1, Jan Deriu authored at least 40 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Unified Model for Automated Evaluation of Text Generation Systems.
ERCIM News, 2024

The Dynamic Net Architecture: Learning Robust and Holistic Visual Representations Through Self-Organizing Networks.
CoRR, 2024

Improving Quantification with Minimal In-Domain Annotations: Beyond Classify and Count.
Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Error-preserving Automatic Speech Recognition of Young English Learners' Language.
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.
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.
Proc. VLDB Endow., December, 2023

Text-to-Speech Pipeline for Swiss German - A comparison.
CoRR, 2023

From Concept to Implementation: The Data-Centric Development Process for AI in Industry.
Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

HAMiSoN Project.
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.
Proceedings of the Disinformation in Open Online Media, 2023

Dialect Transfer for Swiss German Speech Translation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

ZHAW-CAI at CheckThat!-2023: Ensembling using Kernel Averaging.
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.
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.
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.
CoRR, 2022

SDS-200: A Swiss German Speech to Standard German Text Corpus.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis.
Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

On the Effectiveness of Automated Metrics for Text Generation Systems.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Probing the Robustness of Trained Metrics for Conversational Dialogue Systems.
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.
Artif. Intell. Rev., 2021

ZHAW-CAI: Ensemble Method for Swiss German Speech to Standard German Text (short paper).
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.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

DoQA - Accessing Domain-Specific FAQs via Conversational QA.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Fact-aware Abstractive Text Summarization using a Pointer-Generator Network.
Proceedings of the 4th Swiss Text Analytics Conference, SwissText 2019, Winterthur, 2019

Towards Understanding Lifelong Learning for Dialogue Systems.
Proceedings of the Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, 2019

Towards a Metric for Automated Conversational Dialogue System Evaluation and Improvement.
Proceedings of the 12th International Conference on Natural Language Generation, 2019

2018
Twist Bytes - German Dialect Identification with Data Mining Optimization.
Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, 2018

Future Actions for Swiss German - Workshop Results at SwissText 2018.
Proceedings of the 3rd Swiss Text Analytics Conference, SwissText 2018, Winterthur, 2018

SB-CH: A Swiss German Corpus with Sentiment Annotations.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Syntactic Manipulation for Generating more Diverse and Interesting Texts.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

2017
Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification.
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.
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.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Potential and Limitations of Cross-Domain Sentiment Classification.
Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media, 2017

A Twitter Corpus and Benchmark Resources for German Sentiment Analysis.
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.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

RTDS: real-time discussion statistics.
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.
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.
CoRR, 2015


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