Interactive Machine Learning

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1. Daniil Gurgurov; Mareike Hartmann; Simon Ostermann

   Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters

   In: Russa Biswas; Lucie-Aimée Kaffee; Oshin Agarwal; Pasquale Minervini; Sameer Singh; Gerard de Melo (Hrsg.). Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024). Workshop on Knowledge Graphs and Large Language Models (KaLLM-2024), August 15, Bangkok, Thailand, Pages 63-74, Association for Computational Linguistics, 2024.

2. Aliki Anagnostopoulou; Mareike Hartmann; Daniel Sonntag

   Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory

   In: Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP). ACL Workshop on Simple and Efficient Natural Language Processing (SustaiNLP-2023), located at Annual Meeting of the Association for Computational Linguistics 2023, July 13, Toronto, Canada, Association for Computational Linguistics, 7/2023.

3. Siting Liang; Mareike Hartmann; Daniel Sonntag

   Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types

   In: Association for Computational Linguistics. Clinical Natural Language Processing Workshop (ClinicalNLP-2023), July 9-14, Toronto, ON, Canada, ACL, 2023.

4. Mareike Hartmann; Han Du; Nils Feldhus; Ivana Kruijff-Korbayová; Daniel Sonntag

   XAINES: Explaining AI with Narratives

   In: Ute Schmid; Britta Wrede (Hrsg.). KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 36, Pages 287-296, Springer, 12/2022.

5. Aliki Anagnostopoulou; Mareike Hartmann; Daniel Sonntag

   Putting Humans in the Image Captioning Loop

   Bridging Human-Computer Interaction and Natural Language Processing (NAACL 2022), 7/2022.

6. Siting Liang; Mareike Hartmann; Daniel Sonntag

   Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop

   In: Second 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-2022), located at NAACL 2022, July 15, Seattle, Washington, USA, ISBN 978-1-955917-90-2, Association for Computational Linguistics, 7/2022.

7. Mareike Hartmann; Aliki Anagnostopoulou; Daniel Sonntag

   Interactive Machine Learning for Image Captioning

   The AAAI-22 Workshop on Interactive Machine Learning, 2/2022.

8. Mareike Hartmann; Daniel Sonntag

   A survey on improving NLP models with human explanations

   In: Proceedings of the First Workshop on Learning with Natural Language Supervision. Workshop on Learning with Natural Language Supervision, located at ACL 2022, May 26, Dublin, Ireland, Association for Computational Linguistics, 2022.

9. Rajarshi Biswas; Michael Barz; Mareike Hartmann; Daniel Sonntag

   Improving German Image Captions using Machine Translation and Transfer Learning

   In: Luis Espinosa-Anke; Carlos Martin-Vide; Irena Spasic (Hrsg.). Statistical Language and Speech Processing SLSP 2021. International Conference on Statistical Language and Speech Processing (SLSP), 8th-9th, November 22-26, Cardiff, United Kingdom, Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence (LNCS / LNAI), Springer, Heidelberg, 11/2021.

10. Rasmus Kær Jørgensen; Mareike Hartmann; Xiang Dai; Desmond Elliott

    mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model

    In: Findings of the Association for Computational Linguistics - EMNLP 2021. Conference on Empirical Methods in Natural Language Processing (EMNLP-2021), November 7-11, Online, Pages 3404-3018, Vol. 1, Association for Computational Linguistics, 11/2021.

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