Publications

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), …

Brian Pickering; Roland Roller; Holmer Hemsen; Gerrit J. Noordergraaf; Igor Paulussen; Alyssa Venema

Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment

Now Publishers, Inc. 2024.

Lisa Raithel; Hui-Syuan Yeh; Shuntaro Yada; Cyril Grouin; Thomas Lavergne; Aurélie Névéol; Patrick Paroubek; Philippe Thomas; Tomohiro Nishiyama; Sebastian Möller; Eiji Aramaki; Yuji Matsumoto; Roland Roller; Pierre Zweigenbaum

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages

In: Nicoletta Calzolari; Min-Yen Kan; Veronique Hoste; Alessandro Lenci; Sakriani Sakti; Nianwen Xue (Hrsg.). Proceedings of the 2024 Joint …

Dongfang Xu; Guillermo Garcia; Lisa Raithel; Philippe Thomas; Roland Roller; Eiji Aramaki; Shoko Wakamiya; Shuntaro Yada; Pierre Zweigenbaum; Karen O'Connor; Sai Samineni; Sophia Hernandez; Yao Ge; Swati Rajwal; Sudeshna Das; Abeed Sarker; Ari Klein; Ana Schmidt; Vishakha Sharma; Raul Rodriguez-Esteban; Juan Banda; Ivan Amaro; Davy Weissenbacher; Graciela Gonzalez-Hernandez

Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 -- Large Language Models and Generalizability for Social Media NLP

In: Dongfang Xu; Graciela Gonzalez-Hernandez (Hrsg.). Proceedings of The 9th Social Media Mining for Health Research and Applications (SMM4H 2024) …

Lisa Raithel; Philippe Thomas; Bhuvanesh Verma; Roland Roller; Hui-Syuan Yeh; Shuntaro Yada; Cyril Grouin; Shoko Wakamiya; Eiji Aramaki; Sebastian Möller; Pierre Zweigenbaum

Overview of #SMM4H 2024 -- Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese

In: Dongfang Xu; Graciela Gonzalez-Hernandez (Hrsg.). Proceedings of The 9th Social Media Mining for Health Research and Applications (SMM4H 2024) …

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 …

Faraz Maschhur; Klaus Netter; Sven Schmeier; Katrin Ostermann; Rimantas Palunis; Tobias Strapatsas; Roland Roller

Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios

In: Dina Demner-Fushman; Sophia Ananiadou; Makoto Miwa; Kirk Roberts; Junichi Tsujii (Hrsg.). Proceedings of the 23rd Workshop on Biomedical Natural …

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 …

Dorothea MacPhail; David Harbecke; Lisa Raithel; Sebastian Möller

Evaluating the Robustness of Adverse Drug Event Classification Models using Templates