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2017 CONLL CoNLL 2017

Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding

🌉 Interdisciplinary Bridge - Machine Learning and Natural Language Processing
📈 Trend Setter - Text Representation
🧭 Keyword Pioneer - hypernym detection
🐣 Hot Topic Early Bird - word embedding
🐝 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, Robotics, Speech & Audio

Authors

Shoaib Jameel , Steven Schockaert

Topics

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

Keywords

ordinal regression support vector machine word embedding hypernym detection quadratic kernel
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