2018

Deep Learning in Lexical Analysis and Parsing

Springer Singapore, 79--116, ISBN: 9789811052095, 2018.

Che, Wanxiang and Zhang, Yue

基于深度学习的自然语言处理

机械工业出版社, ISBN: 9787111593737, 2018.

Yoav Goldberg (Author),车万翔,郭江,张伟男,刘铭(译)

A Neural Transition-Based Approach for Semantic Dependency Graph Parsing

Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 5561--5568, 2018.

Yuxuan Wang and Wanxiang Che and Jiang Guo and Ting Liu

A Neural Transition-Based Approach for Semantic Dependency Graph Parsing

Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 5561--5568, 2018.

Yuxuan Wang and Wanxiang Che and Jiang Guo and Ting Liu

An AMR Aligner Tuned by Transition-based Parser

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2422--2430, 2018.

Liu, Yijia and Che, Wanxiang and Zheng, Bo and Qin, Bing and Liu, Ting

An AMR Aligner Tuned by Transition-based Parser

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2422--2430, 2018.

Liu, Yijia and Che, Wanxiang and Zheng, Bo and Qin, Bing and Liu, Ting

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 52--59, 2018.

Fu, Ruiji and Pei, Zhengqi and Gong, Jiefu and Song, Wei and Teng, Dechuan and Che, Wanxiang and Wang, Shijin and Hu, Guoping and Liu, Ting

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 52--59, 2018.

Fu, Ruiji and Pei, Zhengqi and Gong, Jiefu and Song, Wei and Teng, Dechuan and Che, Wanxiang and Wang, Shijin and Hu, Guoping and Liu, Ting

Distilling Knowledge for Search-based Structured Prediction

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1393--1402, 2018.

Liu, Yijia and Che, Wanxiang and Zhao, Huaipeng and Qin, Bing and Liu, Ting

Distilling Knowledge for Search-based Structured Prediction

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1393--1402, 2018.

Liu, Yijia and Che, Wanxiang and Zhao, Huaipeng and Qin, Bing and Liu, Ting

Joint Extraction of Entities and Relations Based on a Novel GraphScheme

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden, 4461--4467, 2018.

Shaolei Wang and Yue Zhang and Wanxiang Che and Ting Liu

Joint Extraction of Entities and Relations Based on a Novel GraphScheme

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden, 4461--4467, 2018.

Shaolei Wang and Yue Zhang and Wanxiang Che and Ting Liu

Parsing Tweets into Universal Dependencies

Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 965--975, 2018.

Liu, Yijia and Zhu, Yi and Che, Wanxiang and Qin, Bing and Schneider, Nathan and Smith, Noah A.

Parsing Tweets into Universal Dependencies

Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 965--975, 2018.

Liu, Yijia and Zhu, Yi and Che, Wanxiang and Qin, Bing and Schneider, Nathan and Smith, Noah A.

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

Proceedings of the 27th International Conference on Computational Linguistics, 1234--1245, 2018.

Hou, Yutai and Liu, Yijia and Che, Wanxiang and Liu, Ting

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

Proceedings of the 27th International Conference on Computational Linguistics, 1234--1245, 2018.

Hou, Yutai and Liu, Yijia and Che, Wanxiang and Liu, Ting

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation

Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.

Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation

Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.

Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting

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

Proceedings of the {C}o{NLL} 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 55--64, 2018.

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

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

Proceedings of the {C}o{NLL} 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 55--64, 2018.

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