Multiple papers by DFKI authors accepted to ACL 2024 and co-located events

Jul 12, 2024 2 min read

DFKI will have a strong presence at the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), one of the top venues of language technology, that will take place August 11-16 in Bangkok, Thailand. Researchers from Speech and Language Technology department will present 6 papers. The papers appeared in the main conference (Findings) as well as 3 co-located events: The 11th Workshop on Argument Mining, the BioNLP 2024 and Shared Tasks Workshop, and the Towards Knowledgeable Language Models Workshop.

The participation in the conference was supported by current research projects, as presentation of their recent results. Some of these projects were: TRAILS (BMBF), KEEPHA (BMBF), and XAINES (BMBF).

The DFKI papers presented at the conference are the following:

Yuxuan Chen, Daniel Röder, Justus-Jonas Erker, Leonhard Hennig, Philippe Thomas, Sebastian Möller, Roland Roller (2024). Retrieval-Augmented Knowledge Integration into Language Models: A Survey. KnowledgeLM2024.

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Arne Binder, Tatiana Anikina, Leonhard Hennig, Simon Ostermann (2024). DFKI-MLST at DialAM-2024 Shared Task: System Description. ArgMining 2024.

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Dorothea MacPhail, David Harbecke, Lisa Raithel, Sebastian Möller (2024). Evaluating the Robustness of Adverse Drug Event Classification Models Using Templates. BioNLP 2024.

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Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm (2024). Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. Findings 2024.

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Faraz Maschhur, Klaus Netter, Sven Schmeier, Katrin Ostermann, Rimantas Palunis, Tobias Strapatsas, Roland Roller (2024). Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios. BioNLP 2024.

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Ajay Madhavan Ravichandran, Julianna Grune, Nils Feldhus, Aljoscha Burchardt, Sebastian Möller, Roland Roller (2024). XAI for Better Exploitation of Text in Medical Decision Support. BioNLP 2024.

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