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Stefan Wermter

Stefan Wermter has 3 papers in our library, in 2018–2020, most of them on Speech act theory, Dialogue systems, Sentiment & emotion; often with Chandrakant Bothe, Cornelius Weber, Sven Magg.

3 papers in our library · 2018–2020

OpenAlex · ORCID · Wikidata · h-index 43 · 688 works · 11,241 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 156 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #858

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Universität HamburgHamburg · Germany1992–2026 · 405 papersEmployment · Director of Knowledge Technology Institute / Professor, Department of Informaticscurrent🎓Hamburg University of TechnologyHamburg · Germany2023–2026 · 11 paperscurrent🎓HAW HamburgHamburg · Germany2026 · 2 paperscurrent🎓University of SunderlandSunderland · United Kingdom1998–2009 · 101 papers🎓University of Massachusetts AmherstAmherst Center · United States1989–1992 · 4 papers🎓TU Dortmund UniversityDortmund · Germany1990–1992 · 3 papers🏛️Chinese Academy of SciencesBeijing · China2020–2021 · 2 papers🔬Institute of Psychology, Chinese Academy of SciencesBeijing · China2020–2021 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksComputer Science · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksExperimental and Cognitive Psychology · 1 workPsychology · 1 work

🧭 Topics 3Research subjects and languages the work is about.Dialogue systems · 2 worksSpeech act theory · 2 worksSentiment & emotion · 1 work

 Works by year

2020s

20201 paperEDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators

2010s

20182 papersStefan Wermter's papers of 2018

 Papers

The most cited first (OpenAlex and our library).

  1. Continual Lifelong Learning with Neural Networks: A Review (2018 · 3,211 citations)
    Neural networks trained on data that arrives over time, rather than as one fixed batch, tend to lose earlier knowledge when they learn new tasks.
  2. A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks (2018 · 46 citations)
    The paper addresses dialogue act (DA) recognition: labelling each utterance in a conversation as a statement, question, backchannel, answer, and so on.
  3. EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators (2020 · 5 citations)
    Conversational emotion corpora label each utterance with an emotion but say nothing about its dialogue act, the intention or function an utterance performs, such as asking, agreeing, or thanking.

All works

7 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Continual Lifelong Learning with Neural Networks: A ReviewarXiv:1802.07569German I. Parisi, Ronald Kemker, Jose L. Part, et al.2018 · 3,211 citations
  2. A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural NetworksLanguage Resources and Evaluation Conference (LREC)Chandrakant Bothe, Cornelius Weber, Sven Magg, et al.2018 · 46 citations
  3. A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer LearningProceedings of the Thirteenth Language Resources and Evaluation Conference · original ↗ · no summary yetGerald Schwiebert et al.2022 · 9 citations
  4. Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech RecognitionarXiv:2307.07280 · Artificial Neural Networks and Machine Learning - ICANN 2023, Lecture Notes in Computer Science, vol 14,260, 489-500 · original ↗ · no summary yetTheresa Pekarek Rosin, Stefan Wermter2023 · 5 citations
  5. EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural AnnotatorsLanguage Resources and Evaluation Conference (LREC)Chandrakant Bothe, Cornelius Weber, Sven Magg, et al.2020 · 5 citations
  6. Conversational Analysis of Daily Dialog Data using Polite Emotional Dialogue ActsProceedings of the Thirteenth Language Resources and Evaluation Conference · original ↗ · no summary yetChandrakant Bothe, Stefan Wermter2022 · 3 citations
  7. Large Language Model Data Generation for Enhanced Intent Recognition in German SpeechProceedings of the 21st Conference on Natural Language Processing (KONVENS 2025): Long and Short Papers · original ↗ · no summary yetTheresa Pekarek Rosin, Burak Can Kaplan, Stefan Wermter2025

 Co-authors here

3 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 156 times (of the 141,840 papers whose bibliographies we read); 20 citing papers with a page here →.

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