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2017 CONLL CoNLL 2017

Learning Word Representations with Regularization from Prior Knowledge

🌉 Interdisciplinary Bridge - Machine Learning and Natural Language Processing
📈 Trend Setter - Text Representation
🧭 Keyword Pioneer - topic distribution
🐣 Hot Topic Early Bird - word embedding
🐝 Cross-Pollinator - Artificial Intelligence, Computer Vision, Data Science & Analytics, Deep Learning, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Speech & Audio

Authors

Yan Song , Chia-Jung Lee , Fei Xia

Topics

Machine Learning > Core Methods > Representation Learning Natural Language Processing > Resources & Methods > Text Representation Machine Learning > Learning Types > Supervised Learning

Keywords

sentiment classification prior knowledge word embedding topic distribution trajectory softmax
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