Michael Dorna

4 papers · 2017–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner 📈 Trend Setter

Venues

ACL (2) EACL (1) IJCAI (1)

Top co-authors

Sabine Schulte im Walde (3) Anna Hätty (3) Matthias Kraus (1) Pascal Bercher (1) Julia Bettinger (1) Susanne Biundo (1) Gregor Behnke (1) Mario Schmautz (1) Wolfgang Minker (1) Dominik Schlechtweg (1)

Research topics

Machine Learning (3) Core Methods (3) Natural Language Processing (2) Application Areas (2) Applications (2) Deep Learning (1) Knowledge & Reasoning (1) Learning Types (1) Reasoning (1) Representation (1) Resources & Methods (1)

Keywords

terminology extraction (2) text classification (2) word embedding (2) domain adaptation (2) difficulty prediction (1) embedding alignment (1) feature analysis (1) random forest (1) natural language interaction (1) semantic complexity (1) dialogue management (1) neural network (1) domain-specific vocabulary (1) technical language (1) multi-channel model (1) decision tree classifier (1) ontology-based explanation (1) do-it-yourself project (1) german noun compound (1) compound formation (1)

Papers

Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains ACL 2021 Predicting Degrees of Technicality in Automatic Terminology Extraction ACL 2020 Instructing Novice Users on How to Use Tools in DIY Projects IJCAI 2018 Evaluating the Reliability and Interaction of Recursively Used Feature Classes for Terminology Extraction EACL 2017