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 (ArgMining@EMNLP, 2021)

Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation. - Juri Opitz; Philipp Heinisch; Philipp Wiesenbach; Philipp Cimiano; Anette Frank (ArgMining@EMNLP, 2021)

A multi-task approach to argument frame classification at variable granularity levels. - Philipp Heinisch; Philipp Cimiano (it Inf. Technol., 2021)

Overview of the 2022 Validity and Novelty Prediction Shared Task. - Philipp Heinisch; Anette Frank; Juri Opitz; Moritz Plenz; Philipp Cimiano (ArgMining@COLING, 2022)

Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions. - Philipp Heinisch; Moritz Plenz; Juri Opitz; Anette Frank; Philipp Cimiano (ArgMining@COLING, 2022)

Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks. - Moritz Plenz; Juri Opitz; Philipp Heinisch; Philipp Cimiano; Anette Frank (ACL (1), 2023)

Unsupervised argument reframing with a counterfactual-based approach. - Philipp Heinisch; Dimitry Mindlin; Philipp Cimiano (ArgMining@EMNLP, 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 (EMNLP, 2023)

ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection. - Philipp Heinisch; Moritz Plenz; Anette Frank; Philipp Cimiano (SemEval@ACL, 2023)

Frame-oriented Summarization of Argumentative Discussions. - Shahbaz Syed; Timon Ziegenbein; Philipp Heinisch; Henning Wachsmuth; Martin Potthast (SIGDIAL, 2023)

"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 (NAACL-HLT (Findings), 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 (RATIO, 2024)

PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis (with Supplementary Materials). - Moritz Plenz; Philipp Heinisch; Anette Frank; Philipp Cimiano (CoRR, 2024)

From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis. - Moritz Plenz; Philipp Heinisch; Janosch Gehring; Philipp Cimiano; Anette Frank (NAACL (Findings), 2025)