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2019 SEMEVAL SemEval 2019

CoAStaL at SemEval-2019 Task 3: Affect Classification in Dialogue using Attentive BiLSTMs

🌉 Interdisciplinary Bridge - Deep Learning and Machine Learning
🧭 Keyword Pioneer - turn-level encoding
🐣 Hot Topic Early Bird - hierarchical classification
🐝 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

Ana Valeria González , Victor Petrén Bach Hansen , Joachim Bingel , Anders Søgaard

Topics

Machine Learning > Core Methods > Classification Deep Learning > Architectures > Neural Networks

Keywords

hierarchical classification attention mechanism bidirectional lstm dialogue context affect classification turn-level encoding
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