Speech and Language Technology

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1. Georg Rehm; Leonhard Hennig; Julian Moreno Schneider; Fabio Barth; Markus Schröder; Desiree Heim; Daniel Baldassare; Michael Wetzel; René Pietzsch; Harald Sack; Heike Fliegl; Wolfram Horstmann; Sven Hertling; Diego Collarana; Moritz Busch; Daniel Burkhardt; Alan Akbik; Max Ploner; Robert David; Sabine Mahr

   DIN SPEC 91526: Knowledge Graphs for Language Models and Language Models for Knowledge Graphs - Hybrid Applications of symbolic and subsymbolic AI

   DIN Media GmbH, Berlin, 5/2025.

2. Qianli Wang; Tatiana Anikina; Nils Feldhus; Josef van Genabith; Leonhard Hennig; Sebastian Möller

   LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations

   In: Su Lin Blodgett; Amanda Cercas Curry; Sunipa Dev; Michael Madaio; Ani Nenkova; Diyi Yang; Ziang Xiao (Hrsg.). Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing - Proceedings of the Workshop. Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP-2024), located at NAACL 2024, June 21, Mexico City, Mexico, ISBN 979-8-89176-111-7, Association for Computational Linguistics. 2024.

3. 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.

4. Arne Björn Binder; Tatiana Anikina; Leonhard Hennig; Simon Ostermann

   DFKI-MLST at DialAM-2024 Shared Task: System Description

   In: Yamen Ajjour; Roy Bar-Haim; Roxanne El Baff; Zhexiong Liu; Gabriella Skitalinskaya (Hrsg.). Proceedings of the 11th Workshop on Argument Mining (ArgMining 2024). ACL Workshop on Argument Mining (ArgMining-2024), located at The 62nd Annual Meeting of the Association for Computational Linguistics, August 15, Bangkok, Thailand, Pages 93-102, Association for Computational Linguistics, 2024.

5. Yuxuan Chen; Daniel Röder; Justus-Jonas Erker; Leonhard Hennig; Philippe Thomas; Sebastian Möller; Roland Roller

   Retrieval-Augmented Knowledge Integration into Language Models: A Survey

   In: Sha Li; Manling Li; Michael JQ Zhang; Eunsol Choi; Mor Geva; Peter Hase; Heng Ji (Hrsg.). Proceedings of the 1st Workshop on Towards Knowledgeable Language Models (KnowLLM 2024). Workshop on Towards Knowledgeable Language Models (KnowLLM-2024), Bangkok, Thailand, Pages 45-63, Association for Computational Linguistics, 2024.

6. Aleksandra Gabryszak; Daniel Röder; Arne Björn Binder; Luca Sion; Leonhard Hennig

   Enhancing Editorial Tasks: A Case Study on Rewriting Customer Help Page Contents Using Large Language Models

   In: Proceedings of the 17th International Natural Language Generation Conference. International Natural Language Generation Conference (INLG-2024), Tokyo, Japan, Association for Computational Linguistics, 2024.

7. Jan-Tilman Seipp; David Reuschenberg; Eren Özveren; Matthias Meyer; Felix Köhler; Leonhard Hennig; David Harbecke; Phuc Tran Truong

   Deep Learning-based Text Mining for Technology Monitoring in the Automotive Domain

   In: Proceedings of GTM 2024. Global TechMining Conference, September 16-17, Berlin, Germany, Global TechMining Conference, 2024.

8. Leonhard Hennig; Philippe Thomas; Sebastian Möller

   MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset

   In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Annual Meeting of the Association for Computational Linguistics (ACL-2023), July 9-14, Online and Toronto, Canada, Pages 3785-3801, Association for Computational Linguistics, 7/2023.

9. Nils Feldhus; Leonhard Hennig; Maximilian Dustin Nasert; Christopher Ebert; Robert Schwarzenberg; Sebastian Möller

   Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods

   In: Greg Durrett; Bhavana Dalvi; Jason Wei; Peter Jansen; Danilo Ribeiro; Lionel Wong (Hrsg.). Proceedings of the First Workshop on Natural Language Reasoning and Structured Explanations (NLRSE 2023). Annual Meeting of the Association for Computational Linguistics (ACL-2023), July 13, Toronto, Canada, Association for Computational Linguistics, 2023.

10. Jan-Tilman Seipp; Felix Köhler; David Harbecke; Leonhard Hennig; Phuc Tran Truong

    Text2Tech - Deep Learning-based Text Mining for Technology Monitoring in Automotive Production

    In: 13th Global TechMining Conference 2023 - Conference Proceedings. Global TechMining Conference, November 10, Global TechMining Conference, 2023.

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