Marc Hübner

4 papers · 2018–2020 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 📈 Trend Setter

Venues

EMNLP (2) ACL (1) SemEval (1)

Top co-authors

Leonhard Hennig (4) Christoph Alt (3) Robert Schwarzenberg (2) David Harbecke (1) Nils Rethmeier (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Natural Language Processing (3) Applications (3) Core AI (3) Core Methods (3) Architectures (2) Learning Types · Machine Learning (2) Knowledge & Reasoning (1) Learning Types · Deep Learning (1) Models (1) Representation (1)

Keywords

text classification (2) relation extraction (2) sentiment analysis (1) named entity recognition (1) commonsense knowledge (1) convolutional neural network (1) concept extraction (1) noisy label (1) pre-trained language model (1) ontology learning (1) graph convolutional network (1) generative pre-trained transformer (1) distant supervision (1) joint extraction (1) controversy detection (1) distantly supervised relation extraction (1) definition extraction (1) explainable deep learning (1) hidden layer representation (1) layerwise relevance visualization (1)

Papers

Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction SemEval 2020 Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019 Layerwise Relevance Visualization in Convolutional Text Graph Classifiers EMNLP 2019 Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs EMNLP 2018