Philipp Heinisch
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (19) 🤝 Dynamic Duo (10) 💎 Century Club · Bronze
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Unstoppable · Bronze
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argument mining
(5)
unsupervised learning
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knowledge graph
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commonsense knowledge
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novelty prediction
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explainable artificial intelligence
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multilingual nlp
(1)
text generation
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binary classification
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argument extraction
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computational argumentation
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text classification
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explainable ai
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abstract meaning representation
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siamese neural network
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extractive summarization
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annotator modeling
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semantic similarity
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graph construction
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data augmentation
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Papers
From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis
NAACL 2025
“Tell me who you are and I tell you how you argue”: Predicting Stances and Arguments for Stakeholder Groups
NAACL 2024
ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection
SemEval 2023
Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives!
EMNLP 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks
ACL 2023
Unsupervised argument reframing with a counterfactual-based approach
EMNLP 2023
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions
COLING 2022
Overview of the 2022 Validity and Novelty Prediction Shared Task
COLING 2022
Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation
EMNLP 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization
EMNLP 2021