Philipp Heinisch

According to our database, Philipp Heinisch authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Framing in Argument Analysis & Generation. Detecting and generating perspectives.

Philipp Heinisch

PhD thesis, 2025

From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis.

Moritz Plenz, Philipp Heinisch, Janosch Gehring, Philipp Cimiano, Anette Frank

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

2024

PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis (with Supplementary Materials).

Moritz Plenz, Philipp Heinisch, Anette Frank, Philipp Cimiano

CoRR, 2024

PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis [inline-graphic not available: see fulltext].

Moritz Plenz, Philipp Heinisch, Anette Frank, Philipp Cimiano

Proceedings of the Robust Argumentation Machines - First International Conference, 2024

"Tell me who you are and I tell you how you argue": Predicting Stances and Arguments for Stakeholder Groups.

Philipp Heinisch, Lorik Dumani, Philipp Cimiano, Ralf Schenkel

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2023

Frame-oriented Summarization of Argumentative Discussions.

Shahbaz Syed, Timon Ziegenbein, Philipp Heinisch, Henning Wachsmuth, Martin Potthast

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection.

Philipp Heinisch, Moritz Plenz, Anette Frank, Philipp Cimiano

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives!

Philipp Heinisch, Matthias Orlikowski, Julia Romberg, Philipp Cimiano

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unsupervised argument reframing with a counterfactual-based approach.

Philipp Heinisch, Dimitry Mindlin, Philipp Cimiano

Proceedings of the 10th Workshop on Argument Mining, 2023

Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks.

Moritz Plenz, Juri Opitz, Philipp Heinisch, Philipp Cimiano, Anette Frank

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions.

Philipp Heinisch, Moritz Plenz, Juri Opitz, Anette Frank, Philipp Cimiano

Proceedings of the 9th Workshop on Argument Mining, 2022

Overview of the 2022 Validity and Novelty Prediction Shared Task.

Philipp Heinisch, Anette Frank, Juri Opitz, Moritz Plenz, Philipp Cimiano

Proceedings of the 9th Workshop on Argument Mining, 2022

2021

A multi-task approach to argument frame classification at variable granularity levels.

Philipp Heinisch, Philipp Cimiano

it Inf. Technol., 2021

Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation.

Juri Opitz, Philipp Heinisch, Philipp Wiesenbach, Philipp Cimiano, Anette Frank

Proceedings of the 8th Workshop on Argument Mining, 2021

Key Point Analysis via Contrastive Learning and Extractive Argument Summarization.

Milad Alshomary, Timon Gurcke, Shahbaz Syed, Philipp Heinisch, Maximilian Spliethöver, Philipp Cimiano, Martin Potthast, Henning Wachsmuth

Proceedings of the 8th Workshop on Argument Mining, 2021