Publikationen

Tobias Wirth; Andrey Guzhov; Matthias Müller; Tobias Fischer; Lucas Howes; Dominik Ospelt

AI combats Cybercrime - Deep Learning for Forensics

In: Future Insight e.V. (Hrsg.). Curious 2024. Curious - Future Insight Conference (Curious-2024), July 10-11, Mainz, Germany, www.curiousfutureinsight.org, 7/2024.

Kai Karren; Michael Schmitz; Stefan Schaffer

Improving Conversational User Interfaces for Citizen Complaint Management through enhanced Contextual Feedback

In: Proceedings of the 6th ACM Conference on Conversational User Interfaces. International Conference on Conversational User Interfaces (CUI-2024), Luxembourg, Luxembourg, CUI '24, ISBN 9798400705113, Association for Computing Machinery, 2024.

Nikolas Wehner; Nils Feldhus; Michael Seufert; Sebastian Möller; Tobias Hoßfeld

QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models

In: 2024 16th International Conference on Quality of Multimedia Experience (QoMEX). International Conference on Quality of Multimedia Experience (QoMEX-2024), Karlshamn, Sweden, IEEE, 7/2024.

Maurice Rekrut; Johannes Ihl; Tobias Jungbluth

Electrode Reduction for EEG-based Imagined Speech BCI Applications

In: 5th International Neuroergonomics Conference. Neuroergonomics Conference (NEC-2024), July 8-12, Bordeaux, France, Frontiers in Neuroergonomics, 2024.

Ioannis Reppas; Meghdad Mirabi; Leila Fathi; Carsten Binnig; Anton Dignös; Johann Gamper

Parallel Processing of Temporal Anti-Joins in Memory

In: Proceedings of the 29th International Conference on Database Systems for Advanced Applications (DASFAA). International Conference on Database Systems for Advanced Applications (DASFAA-2024), July 2-5, Gifu, Japan, Springer, 2024.

René Klaus Nikiel; Meghdad Mirabi; Carsten Binnig

TrustDDL: A Privacy-Preserving Byzantine-Robust Distributed Deep Learning Framework

In: 2024 54rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2024). Workshop on Dependable and Secure Machine Learning (DSML-2024), located at DSN 2024, June 24, Brisbane, Queensland, Australia, ISBN 979-8-3503-9572-3, IEEE, 2024.

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) Workshop and Shared Tasks. Social Media Mining for Health Research and Applications Workshop (SMM4H-2024), located at ACL 2024, August 15, Bangkok, Thailand, Pages 183-195, Association for Computational Linguistics, 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) Workshop and Shared Tasks. Social Media Mining for Health Research and Applications Workshop (SMM4H-2024), located at ACL 2024, August 15, Bangkok, Thailand, Pages 170-182, Association for Computational Linguistics, 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 Language Models (KnowLLM 2024). Workshop on Towards Knowledgeable Language Models (KnowLLM-2024), Bangkok, Thailand, Pages 45-63, Association for Computational Linguistics, 2024.

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 Language Processing. Workshop on Biomedical Natural Language Processing (BioNLP-2024), Bangkok, Thailand, Pages 559-569, Association for Computational Linguistics, 2024.