sigir2019.md

SIGIR2019 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
Neural Graph Collaborative Filtering	Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, TatSeng Chua				code	1008
A Neural Influence Diffusion Model for Social Recommendation	Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang				code	208
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation	Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang				code	169
Deeper Text Understanding for IR with Contextual Neural Language Modeling	Zhuyun Dai, Jamie Callan				code	131
CEDR: Contextualized Embeddings for Document Ranking	Sean MacAvaney, Andrew Yates, Arman Cohan, Nazli Goharian				code	126
A Collaborative Session-based Recommendation Approach with Parallel Memory Modules	Meirui Wang, Pengjie Ren, Lei Mei, Zhumin Chen, Jun Ma, Maarten de Rijke				code	102
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos	Zhu Zhang, Zhijie Lin, Zhou Zhao, Zhenxin Xiao				code	97
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations	Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft				code	90
Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network: Towards Visually Explainable Recommendation	Xu Chen, Hanxiong Chen, Hongteng Xu, Yongfeng Zhang, Yixin Cao, Zheng Qin, Hongyuan Zha				code	87
Relational Collaborative Filtering: Modeling Multiple Item Relations for Recommendation	Xin Xin, Xiangnan He, Yongfeng Zhang, Yongdong Zhang, Joemon M. Jose				code	84
BERT with History Answer Embedding for Conversational Question Answering	Chen Qu, Liu Yang, Minghui Qiu, W. Bruce Croft, Yongfeng Zhang, Mohit Iyyer				code	70
Online Multi-modal Hashing with Dynamic Query-adaption	Xu Lu, Lei Zhu, Zhiyong Cheng, Liqiang Nie, Huaxiang Zhang				code	64
An Efficient Adaptive Transfer Neural Network for Social-aware Recommendation	Chong Chen, Min Zhang, Chenyang Wang, Weizhi Ma, Minming Li, Yiqun Liu, Shaoping Ma				code	63
A General Framework for Counterfactual Learning-to-Rank	Aman Agarwal, Kenta Takatsu, Ivan Zaitsev, Thorsten Joachims				code	54
A Capsule Network for Recommendation and Explaining What You Like and Dislike	Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu				code	53
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models	Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin				code	53
Hate Speech Detection is Not as Easy as You May Think: A Closer Look at Model Validation	Aymé Arango, Jorge Pérez, Barbara Poblete				code	52
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings	Feiyang Pan, Shuokai Li, Xiang Ao, Pingzhong Tang, Qing He				code	49
Context Attentive Document Ranking and Query Suggestion	Wasi Uddin Ahmad, KaiWei Chang, Hongning Wang				code	49
To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions	Rolf Jagerman, Harrie Oosterhuis, Maarten de Rijke				code	47
Knowledge Tracing with Sequential Key-Value Memory Networks	Ghodai Abdelrahman, Qing Wang				code	47
Leveraging Emotional Signals for Credibility Detection	Anastasia Giachanou, Paolo Rosso, Fabio Crestani				code	47
Transparent, Scrutable and Explainable User Models for Personalized Recommendation	Krisztian Balog, Filip Radlinski, Shushan Arakelyan				code	46
Scalable Deep Multimodal Learning for Cross-Modal Retrieval	Peng Hu, Liangli Zhen, Dezhong Peng, Pei Liu				code	46
Sequence and Time Aware Neighborhood for Session-based Recommendations: STAN	Diksha Garg, Priyanka Gupta, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff				code	45
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction	Kan Ren, Jiarui Qin, Yuchen Fang, Weinan Zhang, Lei Zheng, Weijie Bian, Guorui Zhou, Jian Xu, Yong Yu, Xiaoqiang Zhu, Kun Gai				code	41
Interpretable Fashion Matching with Rich Attributes	Xun Yang, Xiangnan He, Xiang Wang, Yunshan Ma, Fuli Feng, Meng Wang, TatSeng Chua				code	41
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance	Wataru Sakata, Tomohide Shibata, Ribeka Tanaka, Sadao Kurohashi				code	40
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval	Li Zhang, Shuo Zhang, Krisztian Balog				code	34
PSGAN: A Minimax Game for Personalized Search with Limited and Noisy Click Data	Shuqi Lu, Zhicheng Dou, Jun Xu, JianYun Nie, JiRong Wen				code	33
Supervised Hierarchical Cross-Modal Hashing	Changchang Sun, Xuemeng Song, Fuli Feng, Wayne Xin Zhao, Hao Zhang, Liqiang Nie				code	32
MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching	Jiafeng Guo, Yixing Fan, Xiang Ji, Xueqi Cheng				code	30
Adversarial Collaborative Neural Network for Robust Recommendation	Feng Yuan, Lina Yao, Boualem Benatallah				code	29
π-Net: A Parallel Information-sharing Network for Shared-account Cross-domain Sequential Recommendations	Muyang Ma, Pengjie Ren, Yujie Lin, Zhumin Chen, Jun Ma, Maarten de Rijke				code	28
Which Diversity Evaluation Measures Are "Good"?	Tetsuya Sakai, Zhaohao Zeng				code	28
NRPA: Neural Recommendation with Personalized Attention	Hongtao Liu, Fangzhao Wu, Wenjun Wang, Xianchen Wang, Pengfei Jiao, Chuhan Wu, Xing Xie				code	27
CROSS: Cross-platform Recommendation for Social E-Commerce	TzuHeng Lin, Chen Gao, Yong Li				code	26
A study on the Interpretability of Neural Retrieval Models using DeepSHAP	Zeon Trevor Fernando, Jaspreet Singh, Avishek Anand				code	25
Intervention Harvesting for Context-Dependent Examination-Bias Estimation	Zhichong Fang, Aman Agarwal, Thorsten Joachims				code	25
Information Cascades Modeling via Deep Multi-Task Learning	Xueqin Chen, Kunpeng Zhang, Fan Zhou, Goce Trajcevski, Ting Zhong, Fengli Zhang				code	24
Network Embedding and Change Modeling in Dynamic Heterogeneous Networks	Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli				code	24
Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks	Sebastian Bruch, Masrour Zoghi, Michael Bendersky, Marc Najork				code	24
Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation	Lucas Vinh Tran, TuanAnh Nguyen Pham, Yi Tay, Yiding Liu, Gao Cong, Xiaoli Li				code	23
Hierarchical Matching Network for Crime Classification	Pengfei Wang, Yu Fan, Shuzi Niu, Ze Yang, Yongfeng Zhang, Jiafeng Guo				code	23
Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching	Xianjing Han, Xuemeng Song, Jianhua Yin, Yinglong Wang, Liqiang Nie				code	23
Online User Representation Learning Across Heterogeneous Social Networks	Weiqing Wang, Hongzhi Yin, Xingzhong Du, Wen Hua, Yongjun Li, Quoc Viet Hung Nguyen				code	23
Graph Intention Network for Click-through Rate Prediction in Sponsored Search	Feng Li, Zhenrui Chen, Pengjie Wang, Yi Ren, Di Zhang, Xiaoyu Zhu				code	22
LIRME: Locally Interpretable Ranking Model Explanation	Manisha Verma, Debasis Ganguly				code	22
CTRec: A Long-Short Demands Evolution Model for Continuous-Time Recommendation	Ting Bai, Lixin Zou, Wayne Xin Zhao, Pan Du, Weidong Liu, JianYun Nie, JiRong Wen				code	21
User Attention-guided Multimodal Dialog Systems	Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, XinShun Xu, Liqiang Nie				code	21
Variance Reduction in Gradient Exploration for Online Learning to Rank	Huazheng Wang, Sonwoo Kim, Eric McCordSnook, Qingyun Wu, Hongning Wang				code	20
Generic Intent Representation in Web Search	Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary				code	20
Answering Complex Questions by Joining Multi-Document Evidence with Quasi Knowledge Graphs	Xiaolu Lu, Soumajit Pramanik, Rishiraj Saha Roy, Abdalghani Abujabal, Yafang Wang, Gerhard Weikum				code	20
ENT Rank: Retrieving Entities for Topical Information Needs through Entity-Neighbor-Text Relations	Laura Dietz				code	19
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III Errors	Julián Urbano, Harlley Lima, Alan Hanjalic				code	19
Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection	Di Liang, Fubao Zhang, Weidong Zhang, Qi Zhang, Jinlan Fu, Minlong Peng, Tao Gui, Xuanjing Huang				code	19
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language	Nguyen Vo, Kyumin Lee				code	19
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network	Chen Zhang, Qiuchi Li, Dawei Song				code	19
Fairness and Discrimination in Retrieval and Recommendation	Michael D. Ekstrand, Robin Burke, Fernando Diaz				code	18
Noise Contrastive Estimation for One-Class Collaborative Filtering	Ga Wu, Maksims Volkovs, Chee Loong Soon, Scott Sanner, Himanshu Rai				code	17
Content-Based Weak Supervision for Ad-Hoc Re-Ranking	Sean MacAvaney, Andrew Yates, Kai Hui, Ophir Frieder				code	17
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering	Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli				code	17
Unified Collaborative Filtering over Graph Embeddings	Pengfei Wang, Hanxiong Chen, Yadong Zhu, Huawei Shen, Yongfeng Zhang				code	16
Teach Machine How to Read: Reading Behavior Inspired Relevance Estimation	Xiangsheng Li, Jiaxin Mao, Chao Wang, Yiqun Liu, Min Zhang, Shaoping Ma				code	16
Context-Aware Intent Identification in Email Conversations	Wei Wang, Saghar Hosseini, Ahmed Hassan Awadallah, Paul N. Bennett, Chris Quirk				code	16
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees	Yiyi Tao, Yiling Jia, Nan Wang, Hongning Wang				code	16
Encoding Syntactic Dependency and Topical Information for Social Emotion Classification	Chang Wang, Bang Wang, Wei Xiang, Minghua Xu				code	16
The Importance of Interaction for Information Retrieval	W. Bruce Croft				code	15
TrecTools: an Open-source Python Library for Information Retrieval Practitioners Involved in TREC-like Campaigns	João R. M. Palotti, Harrisen Scells, Guido Zuccon				code	15
Uncovering Insurance Fraud Conspiracy with Network Learning	Chen Liang, Ziqi Liu, Bin Liu, Jun Zhou, Xiaolong Li, Shuang Yang, Yuan Qi				code	15
Argument Search: Assessing Argument Relevance	Martin Potthast, Lukas Gienapp, Florian Euchner, Nick Heilenkötter, Nico Weidmann, Henning Wachsmuth, Benno Stein, Matthias Hagen				code	14
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation	Thanh Tran, Renee Sweeney, Kyumin Lee				code	14
Bayesian Personalized Feature Interaction Selection for Factorization Machines	Yifan Chen, Pengjie Ren, Yang Wang, Maarten de Rijke				code	14
Human Behavior Inspired Machine Reading Comprehension	Yukun Zheng, Jiaxin Mao, Yiqun Liu, Zixin Ye, Min Zhang, Shaoping Ma				code	14
On the Effect of Low-Frequency Terms on Neural-IR Models	Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff, Allan Hanbury				code	14
Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model	Renfeng Ma, Xiangkun Hu, Qi Zhang, Xuanjing Huang, YuGang Jiang				code	13
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases	Zhiqing Sun, Jian Tang, Pan Du, ZhiHong Deng, JianYun Nie				code	13
Ontology-Aware Clinical Abstractive Summarization	Sean MacAvaney, Sajad Sotudeh, Arman Cohan, Nazli Goharian, Ish A. Talati, Ross W. Filice				code	13
Modeling Transferable Topics for Cross-Target Stance Detection	Penghui Wei, Wenji Mao				code	13
Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation	Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Luo Si				code	12
Contextual Dialogue Act Classification for Open-Domain Conversational Agents	Ali Ahmadvand, Jason Ingyu Choi, Eugene Agichtein				code	12
Information Needs, Queries, and Query Performance Prediction	Oleg Zendel, Anna Shtok, Fiana Raiber, Oren Kurland, J. Shane Culpepper				code	12
Investigating Passage-level Relevance and Its Role in Document-level Relevance Judgment	Zhijing Wu, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma				code	12
An Axiomatic Approach to Regularizing Neural Ranking Models	Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary				code	12
Adversarial Training for Review-Based Recommendations	Dimitrios Rafailidis, Fabio Crestani				code	12
cwl_eval: An Evaluation Tool for Information Retrieval	Leif Azzopardi, Paul Thomas, Alistair Moffat				code	12
Optimal Freshness Crawl Under Politeness Constraints	Andrey Kolobov, Yuval Peres, Eyal Lubetzky, Eric Horvitz				code	12
Towards Better Support for Exploratory Search through an Investigation of Notes-to-self and Notes-to-share	Anita Crescenzi, Yuan Li, Yinglong Zhang, Robert Capra				code	11
Personal Knowledge Base Construction from Text-based Lifelogs	AnZi Yen, HenHsen Huang, HsinHsi Chen				code	11
The Impact of Score Ties on Repeatability in Document Ranking	Jimmy Lin, Peilin Yang				code	11
Task Completion Detection: A Study in the Context of Intelligent Systems	Ryen W. White, Ahmed Hassan Awadallah, Robert Sim				code	11
Analyzing and Predicting News Popularity in an Instant Messaging Service	Mohammad Naseri, Hamed Zamani				code	11
Deep Chit-Chat: Deep Learning for Chatbots	Wei Wu, Rui Yan				code	11
Improving Collaborative Metric Learning with Efficient Negative Sampling	VietAnh Tran, Romain Hennequin, Jimena RoyoLetelier, Manuel Moussallam				code	10
Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval	Robert Litschko, Goran Glavas, Ivan Vulic, Laura Dietz				code	10
The SIGIR 2019 Open-Source IR Replicability Challenge (OSIRRC 2019)	Ryan Clancy, Nicola Ferro, Claudia Hauff, Jimmy Lin, Tetsuya Sakai, Ze Zhong Wu				code	10
Gated Spectral Units: Modeling Co-evolving Patterns for Sequential Recommendation	Lei Zheng, Ziwei Fan, ChunTa Lu, Jiawei Zhang, Philip S. Yu				code	9
Order-aware Embedding Neural Network for CTR Prediction	Wei Guo, Ruiming Tang, Huifeng Guo, Jianhua Han, Wen Yang, Yuzhou Zhang				code	9
Challenges in Search on Streaming Services: Netflix Case Study	Sudarshan Lamkhede, Sudeep Das				code	9
Accelerated Query Processing Via Similarity Score Prediction	Matthias Petri, Alistair Moffat, Joel M. Mackenzie, J. Shane Culpepper, Daniel Beck				code	9
Deep Collaborative Discrete Hashing with Semantic-Invariant Structure	Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang				code	9
M-HIN: Complex Embeddings for Heterogeneous Information Networks via Metagraphs	Yang Fang, Xiang Zhao, Peixin Huang, Weidong Xiao, Maarten de Rijke				code	9
Social Attentive Deep Q-network for Recommendation	Yu Lei, Zhitao Wang, Wenjie Li, Hongbin Pei				code	9
Reinforcement Learning for User Intent Prediction in Customer Service Bots	Cen Chen, Chilin Fu, Xu Hu, Xiaolu Zhang, Jun Zhou, Xiaolong Li, Forrest Sheng Bao				code	9
A Systematic Comparison of Methods for Finding Good Premises for Claims	Lorik Dumani, Ralf Schenkel				code	9
Numeral Attachment with Auxiliary Tasks	ChungChi Chen, HenHsen Huang, HsinHsi Chen				code	9
Multi-view Embedding-based Synonyms for Email Search	Cheng Li, Mingyang Zhang, Michael Bendersky, Hongbo Deng, Donald Metzler, Marc Najork				code	8
Deep Distribution Network: Addressing the Data Sparsity Issue for Top-N Recommendation	Lei Zheng, Chaozhuo Li, ChunTa Lu, Jiawei Zhang, Philip S. Yu				code	8
Revealing the Role of User Moods in Struggling Search Tasks	Luyan Xu, Xuan Zhou, Ujwal Gadiraju				code	8
Health Cards for Consumer Health Search	Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini				code	8
Bridging Gaps: Predicting User and Task Characteristics from Partial User Information	Matthew Mitsui, Chirag Shah				code	8
Unsupervised Neural Generative Semantic Hashing	Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, Christina Lioma				code	8
Improving the Accuracy of System Performance Estimation by Using Shards	Nicola Ferro, Mark Sanderson				code	8
An Analysis of the Change in Discussions on Social Media with Bitcoin Price	Andrew Burnie, Emine Yilmaz				code	8
Ensembles of Recurrent Networks for Classifying the Relationship of Fake News Titles	Ting Su, Craig Macdonald, Iadh Ounis				code	8
Event Tracker: A Text Analytics Platform for Use During Disasters	Charles Thomas, Richard McCreadie, Iadh Ounis				code	8
EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation	Jiayi Zhang, Chongyang Tao, Zhenjing Xu, Qiaojing Xie, Wei Chen, Rui Yan				code	7
Investigating the Interplay Between Searchers' Privacy Concerns and Their Search Behavior	Steven Zimmerman, Alistair Thorpe, Chris Fox, Udo Kruschwitz				code	7
Web Table Extraction, Retrieval and Augmentation	Shuo Zhang, Krisztian Balog				code	7
Why do Users Issue Good Queries?: Neural Correlates of Term Specificity	Lauri Kangassalo, Michiel M. A. Spapé, Giulio Jacucci, Tuukka Ruotsalo				code	7
Neural-Network Lexical Translation for Cross-lingual IR from Text and Speech	Rabih Zbib, Lingjun Zhao, Damianos G. Karakos, William Hartmann, Jay DeYoung, Zhongqiang Huang, Zhuolin Jiang, Noah Rivkin, Le Zhang, Richard M. Schwartz, John Makhoul				code	7
Coarse-to-Fine Grained Classification	Yuqi Huo, Yao Lu, Yulei Niu, Zhiwu Lu, JiRong Wen				code	7
Corpus-based Set Expansion with Lexical Features and Distributed Representations	Puxuan Yu, Zhiqi Huang, Razieh Rahimi, James Allan				code	7
FAQ Retrieval Using Attentive Matching	Sparsh Gupta, Vitor R. Carvalho				code	6
Neural Compatibility Ranking for Text-based Fashion Matching	Suthee Chaidaroon, Yi Fang, Min Xie, Alessandro Magnani				code	6
Domain Adaptation for Enterprise Email Search	Brandon Tran, Maryam Karimzadehgan, Rama Kumar Pasumarthi, Michael Bendersky, Donald Metzler				code	6
Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning	Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang				code	6
Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence	Yaoming Zhu, Juncheng Wan, Zhiming Zhou, Liheng Chen, Lin Qiu, Weinan Zhang, Xin Jiang, Yong Yu				code	6
An Analysis of Query Reformulation Techniques for Precision Medicine	Maristella Agosti, Giorgio Maria Di Nunzio, Stefano Marchesin				code	6
SAIN: Self-Attentive Integration Network for Recommendation	Seongjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang				code	6
Enhanced News Retrieval: Passages Lead the Way!	Matteo Catena, Ophir Frieder, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto				code	6
Document Gated Reader for Open-Domain Question Answering	Bingning Wang, Ting Yao, Qi Zhang, Jingfang Xu, Zhixing Tian, Kang Liu, Jun Zhao				code	6
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification	Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves				code	6
Outline Generation: Understanding the Inherent Content Structure of Documents	Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng				code	6
Information Nutritional Label and Word Embedding to Estimate Information Check-Worthiness	Cédric Lespagnol, Josiane Mothe, Md Zia Ullah				code	5
Selecting Discriminative Terms for Relevance Model	Dwaipayan Roy, Sumit Bhatia, Mandar Mitra				code	5
Accelerating Exact Inner Product Retrieval by CPU-GPU Systems	Long Xiang, Bo Tang, Chuan Yang				code	5
Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning	Claudio Lucchese, Franco Maria Nardini, Rama Kumar Pasumarthi, Sebastian Bruch, Michael Bendersky, Xuanhui Wang, Harrie Oosterhuis, Rolf Jagerman, Maarten de Rijke				code	5
Learning More From Less: Towards Strengthening Weak Supervision for Ad-Hoc Retrieval	Dany Haddad, Joydeep Ghosh				code	5
Local Matrix Approximation based on Graph Random Walk	Xuejiao Yang, Bang Wang				code	5
Yelling at Your TV: An Analysis of Speech Recognition Errors and Subsequent User Behavior on Entertainment Systems	Raphael Tang, Ferhan Türe, Jimmy Lin				code	5
Video Dialog via Multi-Grained Convolutional Self-Attention Context Networks	Weike Jin, Zhou Zhao, Mao Gu, Jun Yu, Jun Xiao, Yueting Zhuang				code	5
A New Perspective on Score Standardization	Julián Urbano, Harlley Lima, Alan Hanjalic				code	5
Effective Medical Archives Processing Using Knowledge Graphs	Xiaoli Wang, Rongzhen Wang, Zhifeng Bao, Jiayin Liang, Wei Lu				code	5
Revisiting Online Personal Search Metrics with the User in Mind	Azin Ashkan, Donald Metzler				code	4
One-Class Collaborative Filtering with the Queryable Variational Autoencoder	Ga Wu, Mohamed Reda Bouadjenek, Scott Sanner				code	4
Query Performance Prediction for Pseudo-Feedback-Based Retrieval	Haggai Roitman, Oren Kurland				code	4
Jointly Modeling Relevance and Sensitivity for Search Among Sensitive Content	Mahmoud F. Sayed, Douglas W. Oard				code	4
Item Recommendation by Combining Relative and Absolute Feedback Data	Saikishore Kalloori, Tianyu Li, Francesco Ricci				code	4
WestSearch Plus: A Non-factoid Question-Answering System for the Legal Domain	Gayle McElvain, George Sanchez, Seán Matthews, Don Teo, Filippo Pompili, Tonya Custis				code	4
Compositional Coding for Collaborative Filtering	Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi				code	4
Privacy-aware Document Ranking with Neural Signals	Jinjin Shao, Shiyu Ji, Tao Yang				code	4
Developing Evaluation Metrics for Instant Search Using Mixed Methods Methods	Praveen Chandar, Jean GarciaGathright, Christine Hosey, Brian St. Thomas, Jennifer Thom				code	4
Multi-Level Matching Networks for Text Matching	Chunlin Xu, Zhiwei Lin, Shengli Wu, Hui Wang				code	4
A Scalable Virtual Document-Based Keyword Search System for RDF Datasets	Dennis Dosso, Gianmaria Silvello				code	4
Query-Task Mapping	Michael Völske, Ehsan Fatehifar, Benno Stein, Matthias Hagen				code	4
Hyperlink Classification via Structured Graph Embedding	Geon Lee, Seonggoo Kang, Joyce Jiyoung Whang				code	4
Text Retrieval Priors for Bayesian Logistic Regression	Eugene Yang, David D. Lewis, Ophir Frieder				code	4
Normalized Query Commitment Revisited	Haggai Roitman				code	4
The Emotion Profile of Web Search	Gabriella Kazai, Paul Thomas, Nick Craswell				code	4
Extracting, Mining and Predicting Users' Interests from Social Networks	Fattane Zarrinkalam, Hossein Fani, Ebrahim Bagheri				code	4
Decoding The Style And Bias of Song Lyrics	Manash Pratim Barman, Amit Awekar, Sambhav Kothari				code	4
Identifying Entity Properties from Text with Zero-shot Learning	Wiradee Imrattanatrai, Makoto P. Kato, Masatoshi Yoshikawa				code	4
A Context-based Framework for Resource Citation Classification in Scientific Literatures	He Zhao, Zhunchen Luo, Chong Feng, Yuming Ye				code	4
An Experimentation Platform for Precision Medicine	Vincent Nguyen, Sarvnaz Karimi, Brian Jin				code	4
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search	Rui Li, Yunjiang Jiang, Wenyun Yang, Guoyu Tang, Songlin Wang, Chaoyi Ma, Wei He, Xi Xiong, Yun Xiao, Yihong Eric Zhao				code	3
TDP: Personalized Taxi Demand Prediction Based on Heterogeneous Graph Embedding	Zhenlong Zhu, Ruixuan Li, Minghui Shan, Yuhua Li, Lu Gao, Fei Wang, Jixing Xu, Xiwu Gu				code	3
Effects of User Negative Experience in Mobile News Streaming	Hongyu Lu, Min Zhang, Weizhi Ma, Ce Wang, Feng Xia, Yiqun Liu, Leyu Lin, Shaoping Ma				code	3
Example-based Search: a New Frontier for Exploratory Search	Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis				code	3
Multiple Query Processing via Logic Function Factoring	Matteo Catena, Nicola Tonellotto				code	3
Event Information Retrieval from Text	Rashmi Sankepally				code	3
Informing the Design of Conversational IR Systems: Framework and Result Presentation	Souvick Ghosh				code	3
On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components	Fabio Zampieri, Kevin Roitero, J. Shane Culpepper, Oren Kurland, Stefano Mizzaro				code	3
Automatic Curation of Content Tables for Educational Videos	Arpan Mukherjee, Shubhi Tiwari, Tanya Chowdhury, Tanmoy Chakraborty				code	3
EXACT: Attributed Entity Extraction By Annotating Texts	Ke Chen, Lei Feng, Qingkuang Chen, Gang Chen, Lidan Shou				code	3
Expert-Guided Entity Extraction using Expressive Rules	Mayank Kejriwal, Runqi Shao, Pedro A. Szekely				code	3
Alexa, Can You Help Me Shop?	Yoelle Maarek				code	3
Implicit Entity Recognition, Classification and Linking in Tweets	Hawre Hosseini				code	3
Fast Approximate Filtering of Search Results Sorted by Attribute	Franco Maria Nardini, Roberto Trani, Rossano Venturini				code	2
Addressing Vocabulary Gap in E-commerce Search	Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, Mohit Kumar, Pawan Goyal				code	2
Ghosting: Contextualized Query Auto-Completion on Amazon Search	Lakshmi Ramachandran, Uma Murthy				code	2
SIGIR 2019 Tutorial on Explainable Recommendation and Search	Yongfeng Zhang, Jiaxin Mao, Qingyao Ai				code	2
Unbiased Low-Variance Estimators for Precision and Related Information Retrieval Effectiveness Measures	Gordon V. Cormack, Maura R. Grossman				code	2
Quantifying Bias and Variance of System Rankings	Gordon V. Cormack, Maura R. Grossman				code	2
Cleaned Similarity for Better Memory-Based Recommenders	Farhan Khawar, Nevin L. Zhang				code	2
One-Class Order Embedding for Dependency Relation Prediction	MengFen Chiang, EePeng Lim, WangChien Lee, Xavier Jayaraj Siddarth Ashok, Philips Kokoh Prasetyo				code	2
Understanding the Interpretability of Search Result Summaries	Siyu Mi, Jiepu Jiang				code	2
An Open-Access Platform for Transparent and Reproducible Structured Searching	Tony RussellRose, Jon Chamberlain				code	2
Building Economic Models and Measures of Search	Leif Azzopardi, Alistair Moffat, Paul Thomas, Guido Zuccon				code	2
Deep Natural Language Processing for Search Systems	Weiwei Guo, Huiji Gao, Jun Shi, Bo Long				code	2
Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model	Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si				code	2
Using Trails to Support Users with Tasks of Varying Scope	Robert Capra, Jaime Arguello				code	2
Dynamic Sampling Meets Pooling	Gordon V. Cormack, Haotian Zhang, Nimesh Ghelani, Mustafa Abualsaud, Mark D. Smucker, Maura R. Grossman, Shahin Rahbariasl, Amira Ghenai				code	2
On Anonymous Commenting: A Greedy Approach to Balance Utilization and Anonymity for Instagram Users	Arian Askari, Asal Jalilvand, Mahmood Neshati				code	2
Social Knowledge Graph Explorer	Omar Alonso, Vasileios Kandylas, SergeEric Tremblay				code	2
Learning to Quantify: Estimating Class Prevalence via Supervised Learning	Alejandro Moreo, Fabrizio Sebastiani				code	2
A Domain-Independent and Multilingual Approach for Crisis Event Detection and Understanding	Hernan Sarmiento				code	2
Harvesting Drug Effectiveness from Social Media	Zi Chai, Xiaojun Wan, Zhao Zhang, Minjie Li				code	2
Controlling Risk of Web Question Answering	Lixin Su, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng				code	2
Length-adaptive Neural Network for Answer Selection	Taihua Shao, Fei Cai, Honghui Chen, Maarten de Rijke				code	2
A Study on Agreement in PICO Span Annotations	Grace E. Lee, Aixin Sun				code	2
Sparse Tensor Co-clustering as a Tool for Document Categorization	Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif				code	2
A Dataset of Systematic Review Updates	Amal Alharbi, Mark Stevenson				code	2
Characterizing the Stages of Complex Tasks	Jiqun Liu				code	2
Help Me Search: Leveraging User-System Collaboration for Query Construction to Improve Accuracy for Difficult Queries	Saar Kuzi, Abhishek Narwekar, Anusri Pampari, ChengXiang Zhai				code	1
Parrot: A Python-based Interactive Platform for Information Retrieval Research	Xinhui Tu, Jimmy X. Huang, Jing Luo, Runjie Zhu, Tingting He				code	1
Searching for Communities: a Facebook Way	Viet HaThuc, Srinath Aaleti, Rongda Zhu, Nade Sritanyaratana, Corey Chen				code	1
Ranking Robustness In Adversarial Retrieval Settings	Gregory Goren				code	1
Biomedical Heterogeneous Data Integration and Rank Retrieval using Data Bridges	Priya Deshpande				code	1
Effective Online Evaluation for Web Search	Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov				code	1
Embedding Edge-attributed Relational Hierarchies	Muhao Chen, Chris Quirk				code	1
Vertical Search Blending: A Real-world Counterfactual Dataset	Pavel Procházka, Matej Kocián, Jakub Drdák, Jan Vrsovský, Vladimír Kadlec, Jaroslav Kuchar				code	1
Solr Integration in the Anserini Information Retrieval Toolkit	Ryan Clancy, Toke Eskildsen, Nick Ruest, Jimmy Lin				code	1
Information Retrieval Meets Scalable Text Analytics: Solr Integration with Spark	Ryan Clancy, Jaejun Lee, Zeynep Akkalyoncu Yilmaz, Jimmy Lin				code	1
Simulacra and Selection: Clothing Set Recommendation at Stitch Fix	Kevin Zielnicki				code	1
Family History Discovery through Search at Ancestry	Peng Jiang, Yingrui Yang, Gann Bierner, Fengjie Alex Li, Ruhan Wang, Azadeh Moghtaderi				code	1
USEing Transfer Learning in Retrieval of Statistical Data	Anton Firsov, Vladimir Bugay, Anton Karpenko				code	1
Looking for Opportunities: Challenges in Procurement Search	Stuart Mackie, David Macdonald, Leif Azzopardi, Yashar Moshfeghi				code	1
Measuring Job Search Effectiveness	Alfan Farizki Wicaksono				code	1
Learning Unsupervised Semantic Document Representation for Fine-grained Aspect-based Sentiment Analysis	HaoMing Fu, PuJen Cheng				code	1
Explanatory and Actionable Debugging for Machine Learning: A TableQA Demonstration	Minseok Cho, Gyeongbok Lee, Seungwon Hwang				code	1
Non-factoid Question Answering in the Legal Domain	Gayle McElvain, George Sanchez, Don Teo, Tonya Custis				code	1
Dynamic Content Monitoring and Exploration using Vector Spaces	Benyou Wang				code	1
On Tradeoffs Between Document Signature Methods for a Legal Due Diligence Corpus	Adam Roegiest, Edward Lee				code	1
Answer-enhanced Path-aware Relation Detection over Knowledge Base	Daoyuan Chen, Min Yang, HaiTao Zheng, Yaliang Li, Ying Shen				code	1
A Lightweight Representation of News Events on Social Media	Mauricio Quezada, Barbara Poblete				code	1
A Pipeline for Disaster Response and Relief Coordination	Pranav Maneriker, Nikhita Vedula, Hussein S. AlOlimat, Jiayong Liang, Omar ElKhoury, Ethan J. Kubatko, Desheng Liu, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit P. Sheth, Srinivasan Parthasarathy				code	1
KANDINSKY: Abstract Art-Inspired Visualization of Social Discussions	Christina Lui, Sourav S. Bhowmick, Adam Jatowt				code	1
From Query Variations To Learned Relevance Modeling	Binsheng Liu				code	0
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings	Gloria Feher, Andreas Spitz, Michael Gertz				code	0
AliISA: Creating an Interactive Search Experience in E-commerce Platforms	Fei Xiao, Zhen Wang, Haikuan Huang, Jun Huang, Xi Chen, Hongbo Deng, Minghui Qiu, Xiaoli Gong				code	0
SCSS-LIE: A Novel Synchronous Collaborative Search System with a Live Interactive Engine	Junyan Wang, Peng Zhang, Cheng Zhang, Dawei Song				code	0
Beyond Keyword Targeting: An End-to-End Ad Retrieval Framework for Sponsored Search	Xiao Yang, Zhi Guo, Zongyao Ding				code	0
ABCPRec: Adaptively Bridging Consumer and Producer Roles for User-Generated Content Recommendation	Kosetsu Tsukuda, Satoru Fukayama, Masataka Goto				code	0
From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories	Songwei Ge, Curtis Xuan, Ruihua Song, Chao Zou, Wei Liu, Jin Zhou				code	0
Time-Limits and Summaries for Faster Relevance Assessing	Shahin Rahbariasl, Mark D. Smucker				code	0
Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search	Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani				code	0
Towards Context-Aware Evaluation for Image Search	Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma				code	0
Demonstrating Requirement Search on a University Degree Search Application	Nicholas Mendez, Kyle De Freitas, Inzamam Rahaman				code	0
Find Relevant Cases in All Cases: Your Journey at Doctrine	Nicolas Fiorini				code	0
Evaluating Risk-Sensitive Text Retrieval	Rodger Benham				code	0
Contextually Propagated Term Weights for Document Representation	Casper Hansen, Christian Hansen, Stephen Alstrup, Jakob Grue Simonsen, Christina Lioma				code	0
Training Streaming Factorization Machines with Alternating Least Squares	Xueyu Mao, Saayan Mitra, Sheng Li				code	0
AgentBuddy: an IR System based on Bandit Algorithms to Reduce Cognitive Load for Customer Care Agents	Hrishikesh Ganu, Mithun Ghosh, Freddy Jose, Shashi Roshan				code	0
Document Distance Metric Learning in an Interactive Exploration Process	Marco Wrzalik				code	0
Automatic Understanding of the Visual World	Cordelia Schmid				code	0
How to Deal with Scarce Annotations in Answer Selection	Emmanuel Vallée, Delphine Charlet, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer				code	0
Automatic Task Completion Flows from Web APIs	Kyle Williams, Seyyed Hadi Hashemi, Imed Zitouni				code	0
Block-distributed Gradient Boosted Trees	Theodore Vasiloudis, Hyunsu Cho, Henrik Boström				code	0
A Horizontal Patent Test Collection	Mihai Lupu, Alexandros Bampoulidis, Luca Papariello				code	0
Name Entity Recognition with Policy-Value Networks	Yadi Lao, Jun Xu, Sheng Gao, Jun Guo, JiRong Wen				code	0
Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms	Ferhan Türe, Jinfeng Rao, Raphael Tang, Jimmy Lin				code	0
Nobody Said it Would be Easy: A Decade of R&D Projects in Information Access from Thomson over Reuters to Refinitiv	Jochen L. Leidner				code	0
Multimodal Data Fusion with Quantum Inspiration	Qiuchi Li				code	0
Efficient and Effective Text-Annotation through Active Learning	Markus Zlabinger				code	0