CCKS-Tasks 2018
Evaluation Tasks at CCKS 2018

Table of Contents

• Preface
  
  

Session 1: Clinical Named Entity Recognition

• A Conditional Random Fields Approach to Clinical Name Entity Recognition 1-6
  Xiaoran Yang , Wenkang Huang
• DUTIR at the CCKS-2018 Task1: A Neural Network Ensemble Approach for Chinese Clinical Named Entity Recognition 7-12
  Ling Luo , Nan Li , Shuaichi Li , Zhihao Yang , Hongfei Lin

Session 2: Command Understanding over the music domain

• CVTE SLU: A Hybrid System for Command Understanding Task Oriented to the Music Field 13-18
  Yuquan Le , Xian Li , Suixue Wang , Peng Wang , Haiqian Lin , Guanyu Jiang
• Method Description for CCKS 2018 Task 2: Instruction Understanding in the Field of Music 19-24
  ECUST NLP
• A Multiple Utterances based Neural Network Model for Joint Intent Detection and Slot Filling 25-33
  Lingfeng Pan , Yi Zhang , Feiliang Ren , Yining Hou , Yan Li , Xiaobo Liang , Yongkang Liu
• Joint Intent Detection and Slot Filling with Rules 34-40
  Shiya Ren , Huaming Wang , Dongming Yu , Yuan Li , Zhixing Li
• Joint Slot Filling and Intent Detection with Gazetteers Features 41-43
  Jindou Wu SGRA Team

Session 3: Customer Service Question Matching

• A Semantic Similarity Computing Model based on Siamese Network for Duplicate Questions Identification 44-51
  Zongkui Zhu , Zhengqiu He , Ziyi Tang , Baohui Wang , Wenliang Chen
• An Enhanced ESIM Model for Sentence Pair Matching with Self-Attention 52-62
  Yongkang Liu , Xiaobo Liang , Feiliang Ren , Yan Li , Yining Hou , Yi Zhang , Lingfeng Pan
• An Ensemble Model Based on Siamese Neural Networks for the Question Pairs Matching Task 63-68
  Shiyao Xu , Shijia E , Yang Xiang
• Bidirectional Semantic Matching with Deep Contextualized Word Embedding for Chinese Sentence Matching 69-76
  Kunxun Qi , Jianfeng Du , Qiqi Ou , Linxi Jin , Jinglan Zhong
• Semantic Matching Using Deep Multi-Perception Semantic Matching Model with Stacking 77-88
  Xu Cao , Xinran Liu , Binjun Zhu , Qingliang Miao , Changjian Hu , Feiyu Xu

Session 4: Chinese Open-domain Question Answering

• A QA Search Algorithm based on the Fusion Integration of Text Similarity and Graph Computation 89-94
  Zhaoyu Sun , Lei Song , Jiaming Yu
• A Joint Model of Entity Linking and Predicate Recognition for Knowledge Base Question Answering 95-100
  Yang Li , Qingliang Miao , ChenXin Yin , Chao Huo , Wenxiang Mao , Changjian Hu , Feiyu Xu
• Semantic Parsing for Multiple-relation Chinese Question Answering 101-106
  Jingyao Zhang , Yuncheng Hua , Guilin Qi , Daiqing Qi