Volume 38, Number 4, October 2020
Block-Aware Item Similarity Models for Top-N Recommendation.

Yifan Chen Yang Wang Xiang Zhao Jie Zou Maarten de Rijke

When to Stop Reviewing in Technology-Assisted Reviews: Sampling from an Adaptive Distribution to Estimate Residual Relevant Documents.

Dan Li Evangelos Kanoulas

MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation.

Chang Li Ilya Markov Maarten de Rijke Masrour Zoghi

Explaining Text Matching on Neural Natural Language Inference.

Youngwoo Kim Myungha Jang James Allan

Learning Unsupervised Knowledge-Enhanced Representations to Reduce the Semantic Gap in Information Retrieval.

Maristella Agosti Stefano Marchesin Gianmaria Silvello

Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning.

Xiaolin Chen Xuemeng Song Ruiyang Ren Lei Zhu Zhiyong Cheng Liqiang Nie

Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities.

Richong Zhang Samuel Mensah Fanshuang Kong Zhiyuan Hu Yongyi Mao Xudong Liu

A Survey on Heterogeneous One-class Collaborative Filtering.

Xiancong Chen Lin Li Weike Pan Zhong Ming

CRSAL: Conversational Recommender Systems with Adversarial Learning.

Xuhui Ren Hongzhi Yin Tong Chen Hao Wang Nguyen Quoc Viet Hung Zi Huang Xiangliang Zhang

Large-Alphabet Semi-Static Entropy Coding Via Asymmetric Numeral Systems.

Alistair Moffat Matthias Petri

Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.

Hao Lin Hengshu Zhu Junjie Wu Yuan Zuo Chen Zhu Hui Xiong


Volume 38, Number 3, June 2020
Dual-factor Generation Model for Conversation.

Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng

Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval.

Miaomiao Cheng Liping Jing Michael K. Ng

Using an Inverted Index Synopsis for Query Latency and Performance Prediction.

Nicola Tonellotto Craig Macdonald

Nonuniform Hyper-Network Embedding with Dual Mechanism.

Jie Huang Chuan Chen Fanghua Ye Weibo Hu Zibin Zheng

Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews.

Jie Zou Evangelos Kanoulas

Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering Schema Matching.

Ayman Alserafi Alberto Abelló Oscar Romero Toon Calders

FNED: A Deep Network for Fake News Early Detection on Social Media.

Yang Liu Yi-fang Brook Wu

Safe Exploration for Optimizing Contextual Bandits.

Rolf Jagerman Ilya Markov Maarten de Rijke

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

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks.

Ruihong Qiu Zi Huang Jingjing Li Hongzhi Yin

Challenges in Building Intelligent Open-domain Dialog Systems.

Minlie Huang Xiaoyan Zhu Jianfeng Gao


Volume 38, Number 2, March 2020
Large-Scale Question Tagging via Joint Question-Topic Embedding Learning.

Liqiang Nie Yongqi Li Fuli Feng Xuemeng Song Meng Wang Yinglong Wang

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

Emotion Dynamics of Public Opinions on Twitter.

Debashis Naskar Sanasam Ranbir Singh Durgesh Kumar Sukumar Nandi Eva Onaindia de la Rivaherrera

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

Jointly Learning Representations of Nodes and Attributes for Attributed Networks.

Zaiqiao Meng Shangsong Liang Xiangliang Zhang Richard McCreadie Iadh Ounis

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

Efficient Neural Matrix Factorization without Sampling for Recommendation.

Chong Chen Min Zhang Yongfeng Zhang Yiqun Liu Shaoping Ma

A Price-per-attention Auction Scheme Using Mouse Cursor Information.

Ioannis Arapakis Antonio Penta Hideo Joho Luis A. Leiva

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


Volume 38, Number 1, February 2020
Improving Implicit Recommender Systems with Auxiliary Data.

Jingtao Ding Guanghui Yu Yong Li Xiangnan He Depeng Jin

Investigating Searchers' Mental Models to Inform Search Explanations.

Paul Thomas Bodo Billerbeck Nick Craswell Ryen W. White

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

Emotional Conversation Generation Based on a Bayesian Deep Neural Network.

Xiao Sun Jia Li Xing Wei Changliang Li Jianhua Tao

Next-Item Recommendation via Collaborative Filtering with Bidirectional Item Similarity.

Zijie Zeng Jing Lin Lin Li Weike Pan Zhong Ming

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

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

Explainable Product Search with a Dynamic Relation Embedding Model.

Qingyao Ai Yongfeng Zhang Keping Bi W. Bruce Croft

BoRe: Adapting to Reader Consumption Behavior Instability for News Recommendation.

Pengtao Lv Xiangwu Meng Yujie Zhang

Understanding Assimilation-contrast Effects in Online Rating Systems: Modelling, Debiasing, and Applications.

Xiaoying Zhang Hong Xie Junzhou Zhao John C. S. Lui

Geographic Diversification of Recommended POIs in Frequently Visited Areas.

Jungkyu Han Hayato Yamana