Philipp Cimiano

36 papers · 2006–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (53) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (19) 🤝 Dynamic Duo (11) 🧬 Topic Evolution 💎 Century Club (36) 🗃️ Keyword Collector (143) ⚡ Prolific Year (6) 🔥 Unstoppable (9)

Conferences

ACL (9) EMNLP (9) COLING (7) NAACL (5) EACL (2) SEMEVAL (2) CONLL (1) IJCNLP (1)

Top co-authors

Philipp Heinisch (11) Anette Frank (7) Moritz Plenz (6) Matthias Orlikowski (5) Juri Opitz (4) Roman Klinger (4) Matthias Hartung (3) Frank Grimm (3) Hendrik ter Horst (2) Milad Alshomary (2)

Keywords

argument mining (6) text classification (5) knowledge graph (4) large language model (4) commonsense knowledge (3) unsupervised learning (3) relation extraction (3) deductive reasoning (2) word embedding (2) slot filling (2) logical reasoning (2) annotator modeling (2) multilingual nlp (2) explainable artificial intelligence (2) text understanding (2) structured prediction (2) information extraction (2) question answering (2) machine reading comprehension (2) ensemble method (2)

Papers

Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions EMNLP 2025

Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025

From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis NAACL 2025

Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025

Investigating the Impact of Different Graph Representations for Relation Extraction with Graph Neural Networks COLING 2024

“Tell me who you are and I tell you how you argue”: Predicting Stances and Arguments for Stakeholder Groups NAACL 2024

Modeling the Quality of Dialogical Explanations COLING 2024

Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials COLING 2024

An Empirical Study on Vague Deictic Temporal Adverbials COLING 2024

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

The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023

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

Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives! EMNLP 2023

Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information Extraction ACL 2022

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

BiQuAD: Towards QA based on deeper text understanding ACL 2021

BiQuAD: Towards QA based on deeper text understanding IJCNLP 2021

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

Predicting independent living outcomes from written reports of social workers EMNLP 2020

Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension EMNLP 2020

Zero-Shot Cross-Lingual Opinion Target Extraction NAACL 2019

SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling ACL 2018

Learning Diachronic Analogies to Analyze Concept Change COLING 2018

Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases EACL 2017

Instance Selection Improves Cross-Lingual Model Training for Fine-Grained Sentiment Analysis CONLL 2015

Semantic parsing of speech using grammars learned with weak supervision NAACL 2015

Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction SEMEVAL 2014

Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching EMNLP 2013

Bi-directional Inter-dependencies of Subjective Expressions and Targets and their Value for a Joint Model ACL 2013

Up from Limited Dialog Systems! NAACL 2012

Automatic Acquisition of Ranked Qualia Structures from the Web ACL 2007

Generating and Visualizing a Soccer Knowledge Base EACL 2006