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CCIR 2018: Guilin, China
- Shichao Zhang, Tie-Yan Liu, Xianxian Li, Jiafeng Guo, Chenliang Li:
Information Retrieval - 24th China Conference, CCIR 2018, Guilin, China, September 27-29, 2018, Proceedings. Lecture Notes in Computer Science 11168, Springer 2018, ISBN 978-3-030-01011-9
Query Processing and Retrieval
- Rongjie Cai, Yiqun Liu, Min Zhang, Shaoping Ma:
Translating Embeddings for Modeling Query Reformulation. 3-15 - Zhou Yang, Qingfeng Lan, Jiafeng Guo, Yixing Fan, Xiaofei Zhu, Yanyan Lan, Yue Wang, Xueqi Cheng:
A Deep Top-K Relevance Matching Model for Ad-hoc Retrieval. 16-27 - Tonglei Guo, Jiafeng Guo, Yixing Fan, Yanyan Lan, Jun Xu
, Xueqi Cheng:
A Comparison Between Term-Based and Embedding-Based Methods for Initial Retrieval. 28-40 - Yixuan He, Shuchang Tao, Jun Xu
Text Matching with Monte Carlo Tree Search. 41-52
Classification
- Haoyue Tong, Min Zhang, Pouneh Soleimaninejadian, Qianfan Zhang, Kailu Wu, Yiqun Liu, Shaoping Ma:
Music Mood Classification Based on Lifelog. 55-66 - Shi Chen, Bing Zheng, Tianyong Hao
Capsule-Based Bidirectional Gated Recurrent Unit Networks for Question Target Classification. 67-77 - Hanqian Wu, Mumu Liu, Jingjing Wang, Jue Xie
Question-Answering Aspect Classification with Multi-attention Representation. 78-89
NLP for IR
- Zhaohui Li, Jun Xu
Hierarchical Answer Selection Framework for Multi-passage Machine Reading Comprehension. 93-104 - Ruqing Zhang, Jiafeng Guo, Yanyan Lan, Jun Xu
Generative Paragraph Vector. 105-118 - Xiaomei Liu, Suqin Tang, Jinyan Wang:
Generative Adversarial Graph Representation Learning in Hyperbolic Space. 119-131 - Yu Zhang, Le Qi, Linjie Wang, Linlin Yu, Ting Liu:
Beyond Pivot for Extracting Chinese Paraphrases. 132-144
Information Extraction and Sentiment Analysis
- Guoyong Cai, Hongyu Li:
Joint Attention LSTM Network for Aspect-Level Sentiment Analysis. 147-157 - Liang Yang, Dongyu Zhang, Shaowu Zhang, Peng Fei, Hongfei Lin:
Extraction New Sentiment Words in Weibo Based on Relative Branch Entropy. 158-169 - Huan Liu, Shoushan Li, Guodong Zhou
Two-Target Stance Detection with Target-Related Zone Modeling. 170-182
Social Computing
- Jihong Wan
Information Diffusion Model Based on Opportunity, Trust and Motivation. 185-197 - Shanshan Lyu, Wentao Ouyang, Huawei Shen, Xueqi Cheng:
Finding High-Quality Unstructured Submissions in General Crowdsourcing Tasks. 198-210
Recommendation
- Yu Liu, Weibin Guo, Dawei Zang, Zongyin Li:
A Hybrid Neural Network Model with Non-linear Factorization Machines for Collaborative Recommendation. 213-224 - Yingwai Shiu, Cheng Guo, Min Zhang, Yiqun Liu, Shaoping Ma:
Identifying Price Sensitive Customers in E-commerce Platforms for Recommender Systems. 225-236 - Yong Cai, Shoubin Dong, Jinlong Hu
Jointly Modeling User and Item Reviews by CNN for Multi-domain Recommendation. 237-248
Sequence Modeling
- Wenbo Zhang, Xiao Ding, Ting Liu:
Learning Target-Dependent Sentence Representations for Chinese Event Detection. 251-262 - Yan Li, Chenliang Li, Weiran Xu, Junliang Li:
Prior Knowledge Integrated with Self-attention for Event Detection. 263-273 - Qingfu Zhu, Weinan Zhang, Ting Liu:
Learning to Start for Sequence to Sequence Based Response Generation. 274-285
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