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2018 CONLL CoNLL 2018

Weakly-Supervised Neural Semantic Parsing with a Generative Ranker

🌉 Interdisciplinary Bridge — Artificial Intelligence and Deep Learning and Machine Learning and Natural Language Processing
🧭 Keyword Pioneer — parser-ranker system
🐣 Hot Topic Early Bird — weakly-supervised learning
🐝 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

Jianpeng Cheng , Mirella Lapata

Topics

Machine Learning > Learning Types > Weakly Supervised Learning Natural Language Processing > Understanding > Semantic Analysis Natural Language Processing > Applications > Semantic Parsing Artificial Intelligence > Core AI > Language Deep Learning > Learning Types > Weakly Supervised Learning

Keywords

weakly supervised learning semantic parsing weakly-supervised learning denoising autoencoder logical form neural parser parser-ranker system generative ranker
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