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ORCID3rd CCKS Tasks 2018: Tianjin, China
- Sen Hu, Lei Zou:
Proceedings of the Evaluation Tasks at the China Conference on Knowledge Graph and Semantic Computing (CCKS 2018), Tianjin, China, August 14-17, 2018. CEUR Workshop Proceedings 2242, CEUR-WS.org 2018
Session 1: Clinical Named Entity Recognition
- Xiaoran Yang, Wenkang Huang:
A Conditional Random Fields Approach to Clinical Name Entity Recognition. 1-6 - Ling Luo, Nan Li, Shuaichi Li, Zhihao Yang, Hongfei Lin:
DUTIR at the CCKS-2018 Task1: A Neural Network Ensemble Approach for Chinese Clinical Named Entity Recognition. 7-12
Session 2: Command Understanding over the music domain
- Yuquan Le, Xian Li, Suixue Wang, Peng Wang, Haiqian Lin, Guanyu Jiang:
CVTE SLU: A Hybrid System for Command Understanding Task Oriented to the Music Field. 13-18 - Ecust Nlp:
Method Description for CCKS 2018 Task 2: Instruction Understanding in the Field of Music. 19-24 - Lingfeng Pan, Yi Zhang, Feiliang Ren, Yining Hou, Yan Li, Xiaobo Liang, Yongkang Liu:
A Multiple Utterances based Neural Network Model for Joint Intent Detection and Slot Filling. 25-33 - Shiya Ren, Huaming Wang, Dongming Yu, Yuan Li, Zhixing Li:
Joint Intent Detection and Slot Filling with Rules. 34-40 - Jindou Wu:
Joint Slot Filling and Intent Detection with Gazetteers Features. 41-43
Session 3: Customer Service Question Matching
- Zongkui Zhu, Zhengqiu He, Ziyi Tang, Baohui Wang, Wenliang Chen:
A Semantic Similarity Computing Model based on Siamese Network for Duplicate Questions Identification. 44-51 - Yongkang Liu, Xiaobo Liang, Feiliang Ren, Yan Li, Yining Hou, Yi Zhang, Lingfeng Pan:
An Enhanced ESIM Model for Sentence Pair Matching with Self-Attention. 52-62 - Shiyao Xu, Shijia E, Yang Xiang:
An Ensemble Model Based on Siamese Neural Networks for the Question Pairs Matching Task. 63-68 - Kunxun Qi, Jianfeng Du, Qiqi Ou, Linxi Jin, Jinglan Zhong:
Bidirectional Semantic Matching with Deep Contextualized Word Embedding for Chinese Sentence Matching. 69-76 - Xu Cao, Xinran Liu, Binjun Zhu, Qingliang Miao, Changjian Hu, Feiyu Xu:
Semantic Matching Using Deep Multi-Perception Semantic Matching Model with Stacking. 77-88
Session 4: Chinese Open-domain Question Answering
- Zhaoyu Sun, Lei Song, Jiaming Yu:
A QA Search Algorithm based on the Fusion Integration of Text Similarity and Graph Computation. 89-94 - Yang Li, Qingliang Miao, ChenXin Yin, Chao Huo, Wenxiang Mao, Changjian Hu, Feiyu Xu:
A Joint Model of Entity Linking and Predicate Recognition for Knowledge Base Question Answering. 95-100 - Jingyao Zhang, Yuncheng Hua, Guilin Qi, Daiqing Qi:
Semantic Parsing for Multiple-relation Chinese Question Answering. 101-106
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