Speech and Language Technology

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1. Eleftherios Avramidis; Annika Grützner-Zahn; Manuel Brack; Patrick Schramowski; Pedro Ortiz Suarez; Malte Ostendorff; Fabio Barth; Shushen Manakhimova; Vivien Macketanz; Georg Rehm; Kristian Kersting

   Occiglot at WMT24: European open-source large language models evaluated on translation

   In: Philipp Koehn; Barry Haddow; Tom Kocmi; Christof Monz (Hrsg.). Proceedings of the Ninth Conference on Machine Translation. Conference on Machine Translation (WMT-24), located at EMNLP 2024, November 15-16, Miami, Florida, USA, Association for Computational Linguistics, 11/2024.

2. Martin Courtois; Malte Ostendorff; Leonhard Hennig; Georg Rehm

   Symmetric Dot-Product Attention for Efficient Training of BERT Language Models

   In: The 62nd Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-2024), Findings of the Association for Computational Linguistics, August 11-16, Bangkok, Thailand, Association for Computational Linguistics, 2024.

3. Maria Gonzalez Garcia; Julian Moreno Schneider; Malte Ostendorff; Georg Rehm

   Integration of a Semantic Storytelling Recommender System in Speech Assistants

   In: Ricardo Campos; Alípio Jorge; Adam Jatowt; Sumit Bhatia; Marina Litvak (Hrsg.). Proceedings of Text2Story - Sixth International Workshop on Narrative Extraction from Texts held in conjunction with the 45th European Conference on Information Retrieval (ECIR 2023). European Conference on Information Retrieval (ECIR-2023), April 2, Dublin, Ireland, CEUR, 2023.

4. Malte Ostendorff; Georg Rehm

   Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

   PML4DC @ ICLR 2023, 2023.

5. Malte Ostendorff; Pedro Ortiz Suarez; Julian Moreno Schneider; Georg Rehm

   Europe’s Technical Debt: Why We Need Web Search in the Age of Generative AI

   In: Proceedings of 5th International Open Search Symposium. International Open Search Symposium (OSSYM-2023), October 4-6, Geneva, Switzerland, OSSYM, 2023.

6. Rémi Calizzano; Malte Ostendorff; Qian Ruan; Georg Rehm

   Generating Extended and Multilingual Summaries with Pre-trained Transformers

   In: Nicoletta Calzolari; Frédéric Béchet; Philippe Blache; Christopher Cieri; Khalid Choukri; Thierry Declerck; Hitoshi Isahara; Bente Maegaard; Joseph Mariani; Jan Odijk; Stelios Piperidis (Hrsg.). Proceedings of the 13th Language Resources and Evaluation Conference (LREC 2022). International Conference on Language Resources and Evaluation (LREC-2022), Marseille, France, Pages 1640-1650, European Language Resources Association (ELRA), 6/2022.

7. Qian Ruan; Malte Ostendorff; Georg Rehm

   HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information

   In: Smaranda Muresan; Preslav Nakov; Aline Villavicencio (Hrsg.). Findings of the Association for Computational Linguistics: ACL 2022. Annual Meeting of the Association for Computational Linguistics (ACL-2022), Dublin, Ireland, Pages 1292-1308, Association for Computational Linguistics, 5/2022.

8. Niklas Dehio; Malte Ostendorff; Georg Rehm

   Claim Extraction and Law Matching for COVID-19-related Legislation

   In: Proceedings of the 13th Language Resources and Evaluation Conference. International Conference on Language Resources and Evaluation (LREC-2022), European Language Resources Association (ELRA), 2022.

9. Michael Raring; Malte Ostendorff; Georg Rehm

   Semantic Relations between Text Segments for Semantic Storytelling: Annotation Tool - Dataset - Evaluation

   In: Proceedings of the 13th Language Resources and Evaluation Conference. International Conference on Language Resources and Evaluation (LREC-2022), European Language Resources Association (ELRA), 2022.

10. Malte Ostendorff; Till Blume; Terry Ruas; Bela Gipp; Georg Rehm

    Specialized Document Embeddings for Aspect-based Similarity of Research Papers

    In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries. ACM/IEEE Joint Conference on Digital Libraries (JCDL-2022), ACM, 2022.

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