Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation

Wanxiang Che; Yijia Liu; Yuxuan Wang; Bo Zheng; Ting Liu

2018 CONLL CoNLL 2018

Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation

🌉 Interdisciplinary Bridge - Deep Learning and Natural Language Processing

🧭 Keyword Pioneer - contextualized 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, Reinforcement Learning, Security & Privacy, Speech & Audio

Authors

Wanxiang Che , Yijia Liu , Yuxuan Wang , Bo Zheng , Ting Liu

Topics

Deep Learning > Architectures > Neural Networks Natural Language Processing > Understanding > Parsing

Keywords

universal dependencies dependency parsing pos tagging contextualized word embedding treebank concatenation

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