Ulf Krumnack

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACML (1) EMNLP (1)

Top co-authors

Gunther Heidemann (2) Kai-Uwe Kühnberger (2) Mohamad Ballout (2) Nohayr Muhammad Abdelmoneim (1) Anne Dedert (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