| Vol-2242 urn:nbn:de:0074-2242-0 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# CCKS-Tasks 2018
Evaluation Tasks at CCKS 2018

### Proceedings of the Evaluation Tasks
at the China Conference on Knowledge Graph and Semantic Computing (CCKS 2018)

### Tianjin, China, August 14-17, 2018.

Edited by

### Sen Hu *
Lei Zou *

* Peking University, Beijing, China

## 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

2018-10-09: submitted by Lei Zou, metadata incl. bibliographic data published under Creative Commons CC0
2018-11-10: published on CEUR-WS.org |valid HTML5|