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2020 Volume 39 Issue 1

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Pretrained Embeddings for Stance Detection with Hierarchical Capsule Network on Social Media
Guangzhen Zhao | Peng Yang

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Graph-based Regularization on Embedding Layers for Recommendation
Yuan Zhang | Fei Sun | Xiaoyong Yang | Chen Xu | Wenwu Ou | Yan Zhang

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End-to-End Neural Matching for Semantic Location Prediction of Tweets
Paul Mousset | Yoann Pitarch | Lynda Tamine

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How the Accuracy and Confidence of Sensitivity Classification Affects Digital Sensitivity Review
Graham McDonald | Craig Macdonald | Iadh Ounis

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Bots in Social and Interaction Networks: Detection and Impact Estimation
Marcelo Mendoza | Maurizio Tesconi | Stefano Cresci

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An Attention-based Deep Relevance Model for Few-shot Document Filtering
Bulou Liu | Chenliang Li | Wei Zhou | Feng Ji | Yu Duan | Haiqing Chen

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PONE: A Novel Automatic Evaluation Metric for Open-domain Generative Dialogue Systems
Tian Lan | Xian-Ling Mao | Wei Wei | Xiaoyan Gao | Heyan Huang

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Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network
Xu Chen | Kun Xiong | Yongfeng Zhang | Long Xia | Dawei Yin | Jimmy Xiangji Huang

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Faceted Search with Object Ranking and Answer Size Constraints
Kostas Manioudakis | Yannis Tzitzikas

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Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations
Hui Fang | Danning Zhang | Yiheng Shu | Guibing Guo

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2020 Volume 38 Issue 4

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Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models
Hao Lin | Hengshu Zhu | Junjie Wu | Yuan Zuo | Chen Zhu | Hui Xiong

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Large-Alphabet Semi-Static Entropy Coding Via Asymmetric Numeral Systems
Alistair Moffat | Matthias Petri

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CRSAL: Conversational Recommender Systems with Adversarial Learning
Xuhui Ren | Hongzhi Yin | Tong Chen | Hao Wang | Nguyen Quoc Viet Hung | Zi Huang | Xiangliang Zhang

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A Survey on Heterogeneous One-class Collaborative Filtering
Xiancong Chen | Lin Li | Weike Pan | Zhong Ming

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Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities
Richong Zhang | Samuel Mensah | Fanshuang Kong | Zhiyuan Hu | Yongyi Mao | Xudong Liu

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Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
Xiaolin Chen | Xuemeng Song | Ruiyang Ren | Lei Zhu | Zhiyong Cheng | Liqiang Nie

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Learning Unsupervised Knowledge-Enhanced Representations to Reduce the Semantic Gap in Information Retrieval
Maristella Agosti | Stefano Marchesin | Gianmaria Silvello

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Explaining Text Matching on Neural Natural Language Inference
Youngwoo Kim | Myungha Jang | James Allan

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MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation
Chang Li | Ilya Markov | Maarten de Rijke | Masrour Zoghi

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When to Stop Reviewing in Technology-Assisted Reviews: Sampling from an Adaptive Distribution to Estimate Residual Relevant Documents
Dan Li | Evangelos Kanoulas

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Block-Aware Item Similarity Models for Top-N Recommendation
Yifan Chen | Yang Wang | Xiang Zhao | Jie Zou | Maarten de Rijke

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2020 Volume 38 Issue 3

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Challenges in Building Intelligent Open-domain Dialog Systems
Minlie Huang | Xiaoyan Zhu | Jianfeng Gao

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Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks
Ruihong Qiu | Zi Huang | Jingjing Li | Hongzhi Yin

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OutdoorSent: Sentiment Analysis of Urban Outdoor Images by Using Semantic and Deep Features
Wyverson Bonasoli de Oliveira | Leyza Baldo Dorini | Rodrigo Minetto | Thiago Henrique Silva

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Safe Exploration for Optimizing Contextual Bandits
Rolf Jagerman | Ilya Markov | Maarten de Rijke

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FNED: A Deep Network for Fake News Early Detection on Social Media
Yang Liu | Yi-fang Brook Wu

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Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering Schema Matching
Ayman Alserafi | Alberto Abelló | Oscar Romero | Toon Calders

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Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews
Jie Zou | Evangelos Kanoulas

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Nonuniform Hyper-Network Embedding with Dual Mechanism
Jie Huang | Chuan Chen | Fanghua Ye | Weibo Hu | Zibin Zheng

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Using an Inverted Index Synopsis for Query Latency and Performance Prediction
Nicola Tonellotto | Craig Macdonald

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Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval
Miaomiao Cheng | Liping Jing | Michael K. Ng

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Dual-factor Generation Model for Conversation
Ruqing Zhang | Jiafeng Guo | Yixing Fan | Yanyan Lan | Xueqi Cheng

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2020 Volume 38 Issue 2

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Local Variational Feature-Based Similarity Models for Recommending Top-N New Items
Yifan Chen | Yang Wang | Xiang Zhao | Hongzhi Yin | Ilya Markov | Maarten de Rijke

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A Price-per-attention Auction Scheme Using Mouse Cursor Information
Ioannis Arapakis | Antonio Penta | Hideo Joho | Luis A. Leiva

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Efficient Neural Matrix Factorization without Sampling for Recommendation
Chong Chen | Min Zhang | Yongfeng Zhang | Yiqun Liu | Shaoping Ma

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An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment
Chuan Qin | Hengshu Zhu | Tong Xu | Chen Zhu | Chao Ma | Enhong Chen | Hui Xiong

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Jointly Learning Representations of Nodes and Attributes for Attributed Networks
Zaiqiao Meng | Shangsong Liang | Xiangliang Zhang | Richard McCreadie | Iadh Ounis

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Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale
Wayne Xin Zhao | Yupeng Hou | Junhua Chen | Jonathan J. H. Zhu | Eddy Jing Yin | Hanting Su | Ji-Rong Wen

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Emotion Dynamics of Public Opinions on Twitter
Debashis Naskar | Sanasam Ranbir Singh | Durgesh Kumar | Sukumar Nandi | Eva Onaindia de la Rivaherrera

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Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students
Zhenya Huang | Qi Liu | Yuying Chen | Le Wu | Keli Xiao | Enhong Chen | Haiping Ma | Guoping Hu

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Large-Scale Question Tagging via Joint Question-Topic Embedding Learning
Liqiang Nie | Yongqi Li | Fuli Feng | Xuemeng Song | Meng Wang | Yinglong Wang

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2020 Volume 38 Issue 1

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Geographic Diversification of Recommended POIs in Frequently Visited Areas
Jungkyu Han | Hayato Yamana

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Understanding Assimilation-contrast Effects in Online Rating Systems: Modelling, Debiasing, and Applications
Xiaoying Zhang | Hong Xie | Junzhou Zhao | John C. S. Lui

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BoRe: Adapting to Reader Consumption Behavior Instability for News Recommendation
Pengtao Lv | Xiangwu Meng | Yujie Zhang

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Explainable Product Search with a Dynamic Relation Embedding Model
Qingyao Ai | Yongfeng Zhang | Keping Bi | W. Bruce Croft

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A Multi-Label Classification Method Using a Hierarchical and Transparent Representation for Paper-Reviewer Recommendation
Dong Zhang | Shu Zhao | Zhen Duan | Jie Chen | Yanping Zhang | Jie Tang

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A Deep Learning Architecture for Psychometric Natural Language Processing
Faizan Ahmad | Ahmed Abbasi | Jingjing Li | David G. Dobolyi | Richard G. Netemeyer | Gari D. Clifford | Hsinchun Chen

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Next-Item Recommendation via Collaborative Filtering with Bidirectional Item Similarity
Zijie Zeng | Jing Lin | Lin Li | Weike Pan | Zhong Ming

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Emotional Conversation Generation Based on a Bayesian Deep Neural Network
Xiao Sun | Jia Li | Xing Wei | Changliang Li | Jianhua Tao

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The Effects of Task Complexity on the Use of Different Types of Information in a Search Assistance Tool
Bogeum Choi | Austin R. Ward | Yuan Li | Jaime Arguello | Robert Capra

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Investigating Searchers' Mental Models to Inform Search Explanations
Paul Thomas | Bodo Billerbeck | Nick Craswell | Ryen W. White

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Improving Implicit Recommender Systems with Auxiliary Data
Jingtao Ding | Guanghui Yu | Yong Li | Xiangnan He | Depeng Jin