Kai-Uwe Kühnberger

3 papers · 2015–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACML (1) EMNLP (1) IJCAI (1)

Top co-authors

Ulf Krumnack (2) Gunther Heidemann (2) Mohamad Ballout (2) Marco Schorlemmer (1) Mihai Codescu (1) Manfred Eppe (1) Emilios Cambouropoulos (1) Anne Dedert (1) Ewen MacLean (1) Roberto Confalonieri (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Resources & Methods (2) Deep Learning (1) Applications (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Understanding (1)

Keywords

word sense disambiguation (1) parameter learning (1) language model (1) language model robustness (1) model generalization (1) language model fine-tuning (1) contextualized word embedding (1) explanation-based learning (1) adversarial dataset (1) large language model (1) homonym classification (1) semantic boundary (1) explanation-based finetuning (1)

Papers

FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024 Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models ACML 2023 Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending IJCAI 2015