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2019 SEMEVAL SemEval 2019

L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations

🌉 Interdisciplinary Bridge - Artificial Intelligence and Machine Learning and Natural Language Processing
🧭 Keyword Pioneer - frame clustering
🐣 Hot Topic Early Bird - graph clustering
🐝 Cross-Pollinator - Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio

Authors

Eugénio Ribeiro , Vânia Mendonça , Ricardo Ribeiro , David Martins de Matos , Alberto Sardinha , Ana Lúcia Santos , Luísa Coheur

Topics

Artificial Intelligence > Learning Paradigms > Transfer Learning Machine Learning > Core Methods > Clustering Machine Learning > Learning Types > Unsupervised Learning Natural Language Processing > Understanding > Semantic Analysis

Keywords

unsupervised learning graph clustering contextualized representation semantic frame induction semantic frame contextualized word representation frame clustering word-sense disambiguation
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