Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (2020)

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Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
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LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation.
Xiangnan He|Kuan Deng|Xiang Wang|Yan Li|Yong-Dong Zhang|Meng Wang
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Streaming Graph Neural Networks.
Yao Ma|Ziyi Guo|Zhaochun Ren|Jiliang Tang|Dawei Yin
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Expressions of Style in Information Seeking Conversation with an Agent.
Paul Thomas|Daniel McDuff|Mary Czerwinski|Nick Craswell
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CAsT-19: A Dataset for Conversational Information Seeking.
Jeffrey Dalton|Chenyan Xiong|Vaibhav Kumar|Jamie Callan
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Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances.
Weinan Zhang|Xiangyu Zhao|Li Zhao|Dawei Yin|Grace Hui Yang|Alex Beutel
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On Understanding Data Worker Interaction Behaviors.
Lei Han|Tianwa Chen|Gianluca Demartini|Marta Indulska|Shazia Sadiq
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Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms.
Chen Qian|Fuli Feng|Lijie Wen|Li Lin|Tat-Seng Chua
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Factuality Checking in News Headlines with Eye Tracking.
Christian Hansen|Casper Hansen|Jakob Grue Simonsen|Birger Larsen|Stephen Alstrup|Christina Lioma
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Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs.
Lu Gan|Diana Nurbakova|Léa Laporte|Sylvie Calabretto
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Predicting Session Length for Product Search on E-commerce Platform.
Shashank Gupta|Subhadeep Maji
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Summarizing and Exploring Tabular Data in Conversational Search.
Shuo Zhang|Zhuyun Dai|Krisztian Balog|Jamie Callan
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Web of Scholars: A Scholar Knowledge Graph.
Jiaying Liu|Jing Ren|Wenqing Zheng|Lianhua Chi|Ivan Lee|Feng Xia
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Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference.
Min Yang|Ying Shen|Xiaojun Chen|Chengming Li
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Online Collective Matrix Factorization Hashing for Large-Scale Cross-Media Retrieval.
Di Wang|Quan Wang|Yaqiang An|Xinbo Gao|Yumin Tian
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Re-ranking Answer Selection with Similarity Aggregation.
Dong Chen|Shaoliang Peng|Kenli Li|Ying Xu|Jinling Zhang|Xiaolan Xie
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Dynamic Clustering with Discrete Time Event Prediction.
Karan Aggarwal|Georgios Theocharous|Anup B. Rao
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Leveraging Transitions of Emotions for Sarcasm Detection.
Ameeta Agrawal|Aijun An|Manos Papagelis
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JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search.
Ali Ahmadvand|Surya Kallumadi|Faizan Javed|Eugene Agichtein
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Automatic Generation of Topic Labels.
Areej Alokaili|Nikolaos Aletras|Mark Stevenson
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Extractive Snippet Generation for Arguments.
Milad Alshomary|Nick Düsterhus|Henning Wachsmuth
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Proposal and Comparison of Health Specific Features for the Automatic Assessment of Readability.
Hélder Antunes|Carla Teixeira Lopes
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Language Agnostic Hate Speech Detection.
Aymé Arango
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Learning Efficient Representations of Mouse Movements to Predict User Attention.
Ioannis Arapakis|Luis A. Leiva
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Choppy: Cut Transformer for Ranked List Truncation.
Dara Bahri|Yi Tay|Che Zheng|Donald Metzler|Andrew Tomkins
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Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations.
Krisztian Balog|Filip Radlinski
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Studying Ransomware Attacks Using Web Search Logs.
Chetan Bansal|Pantazis Deligiannis|Chandra Shekhar Maddila|Nikitha Rao
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GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation.
Wentian Bao|Hong Wen|Sha Li|Xiao-Yang Liu|Quan Lin|Keping Yang
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Multi-Document Answer Generation for Non-Factoid Questions.
Valeriya Baranova-Bolotova
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Bayesian Inferential Risk Evaluation On Multiple IR Systems.
Rodger Benham|Ben Carterette|J. Shane Culpepper|Alistair Moffat
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MetaGen: An academic Meta-review Generation system.
Chaitanya Bhatia|Tribikram Pradhan|Sukomal Pal
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Legal Data Analytics: Developing Assistive Tools for Legal Practitioners.
Paheli Bhattacharya
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Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case Document Similarity.
Paheli Bhattacharya|Kripabandhu Ghosh|Arindam Pal|Saptarshi Ghosh
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A Transformer-based Embedding Model for Personalized Product Search.
Keping Bi|Qingyao Ai|W. Bruce Croft
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Operationalizing the Legal Principle of Data Minimization for Personalization.
Asia J. Biega|Peter Potash|Hal Daumé III|Fernando Diaz|Michèle Finck
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DCDIR: A Deep Cross-Domain Recommendation System for Cold Start Users in Insurance Domain.
Ye Bi|Liqiang Song|Mengqiu Yao|Zhenyu Wu|Jianming Wang|Jing Xiao
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A Heterogeneous Information Network based Cross Domain Insurance Recommendation System for Cold Start Users.
Ye Bi|Liqiang Song|Mengqiu Yao|Zhenyu Wu|Jianming Wang|Jing Xiao
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Training Effective Neural CLIR by Bridging the Translation Gap.
Hamed R. Bonab|Sheikh Muhammad Sarwar|James Allan
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BRENDA: Browser Extension for Fake News Detection.
Bjarte Botnevik|Eirik Sakariassen|Vinay Setty
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MarkedBERT: Integrating Traditional IR Cues in Pre-trained Language Models for Passage Retrieval.
Lila Boualili|José G. Moreno|Mohand Boughanem
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How to Measure the Reproducibility of System-oriented IR Experiments.
Craig Macdonald|Timo Breuer|Nicola Ferro|Timo Breuer|Craig Macdonald|Norbert Fuhr|Maria Maistro|Tetsuya Sakai|Philipp Schaer|Ian Soboroff
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A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension.
Jie Cai|Zhengzhou Zhu|Ping Nie|Qian Liu
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Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems.
Yuanjiang Cao|Xiaocong Chen|Lina Yao|Xianzhi Wang|Wei Emma Zhang
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Domain-Adaptive Neural Automated Essay Scoring.
Yue Cao|Hanqi Jin|Xiaojun Wan|Zhiwei Yu
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AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems.
Dong-Kyu Chae|Jihoo Kim|Duen Horng Chau|Sang-Wook Kim
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Relevance Models for Multi-Contextual Appropriateness in Point-of-Interest Recommendation.
Anirban Chakraborty|Debasis Ganguly|Owen Conlan
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A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss.
Hou Pong Chan|Wang Chen|Irwin King
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Bundle Recommendation with Graph Convolutional Networks.
Jianxin Chang|Chen Gao|Xiangnan He|Depeng Jin|Yong Li
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JIT2R: A Joint Framework for Item Tagging and Tag-based Recommendation.
Xu Chen|Changying Du|Xiuqiang He|Jun Wang
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Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments.
Dawei Cheng|Fangzhou Yang|Xiaoyang Wang|Ying Zhang|Liqing Zhang
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Studying Product Competition Using Representation Learning.
Fanglin Chen|Xiao Liu|Davide Proserpio|Isamar Troncoso|Feiyu Xiong
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Metadata Matters in User Engagement Prediction.
Xiang Chen|Saayan Mitra|Viswanathan Swaminathan
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AIIS: The SIGIR 2020 Workshop on Applied Interactive Information Systems.
Hongshen Chen|Zhaochun Ren|Pengjie Ren|Dawei Yin|Xiaodong He
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Table Search Using a Deep Contextualized Language Model.
Zhiyu Chen|Mohamed Trabelsi|Jeff Heflin|Yinan Xu|Brian D. Davison
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Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval.
Limin Chen|Zhiwen Tang|Grace Hui Yang
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ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance.
Zhihong Chen|Rong Xiao|Chenliang Li|Gangfeng Ye|Haochuan Sun|Hongbo Deng
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Try This Instead: Personalized and Interpretable Substitute Recommendation.
Tong Chen|Hongzhi Yin|Guanhua Ye|Zi Huang|Yang Wang|Meng Wang
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Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation.
Chong Chen|Min Zhang|Weizhi Ma|Yiqun Liu|Shaoping Ma
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Attending to Inter-sentential Features in Neural Text Classification.
Billy Chiu|Sunil Kumar Sahu|Neha Sengupta|Derek Thomas|Mohammady Mahdy
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From Information to Assistance.
Elizabeth F. Churchill
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Agent Dialogue: A Platform for Conversational Information Seeking Experimentation.
Adam Czyzewski|Jeffrey Dalton|Anton Leuski
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Context-Aware Term Weighting For First Stage Passage Retrieval.
Zhuyun Dai|Jamie Callan
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Convolutional Embedding for Edit Distance.
Xinyan Dai|Xiao Yan|Kaiwen Zhou|Yuxuan Wang|Han Yang|James Cheng
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Retrieving Potential Causes from a Query Event.
Suchana Datta|Debasis Ganguly|Dwaipayan Roy|Francesca Bonin|Charles Jochim|Mandar Mitra
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How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models.
Yashar Deldjoo|Tommaso Di Noia|Eugenio Di Sciascio|Felice Antonio Merra
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Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization.
Yang Deng|Wenxuan Zhang|Yaliang Li|Min Yang|Wai Lam|Ying Shen
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Spatio-temporal Conditioned Language Models.
Juglar Diaz
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Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme.
Xue Dong|Jianlong Wu|Xuemeng Song|Hongjun Dai|Liqiang Nie
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Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification.
Xin Dong|Yaxin Zhu|Yupeng Zhang|Zuohui Fu|Dongkuan Xu|Sen Yang|Gerard de Melo
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Searching the Web for Cross-lingual Parallel Data.
Ahmed El-Kishky|Philipp Koehn|Holger Schwenk
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What Makes a Top-Performing Precision Medicine Search Engine?: Tracing Main System Features in a Systematic Way.
Erik Faessler|Michel Oleynik|Udo Hahn
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Using Phoneme Representations to Build Predictive Models Robust to ASR Errors.
Anjie Fang|Oleg Rokhlenko|Jia Tina Du|Simone Filice|Nut Limsopatham|Jia Tina Du|Oleg Rokhlenko
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ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation.
Yufei Feng|Binbin Hu|Fuyu Lv|Qingwen Liu|Zhiqiang Zhang|Wenwu Ou
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FinIR 2020: The First Workshop on Information Retrieval in Finance.
Fuli Feng|Cheng Luo|Xiangnan He|Yiqun Liu|Tat-Seng Chua
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HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation.
Shanshan Feng|Lucas Vinh Tran|Gao Cong|Lisi Chen|Jing Li|Fan Li
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Predicting Perceptual Speed from Search Behaviour.
Olivia Foulds|Alessandro Suglia|Leif Azzopardi|Martin Halvey
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Learning Term Discrimination.
Jibril Frej|Philippe Mulhem|Didier Schwab|Jean-Pierre Chevallet
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Sampling Bias Due to Near-Duplicates in Learning to Rank.
Maik Fröbe|Janek Bevendorff|Jan Heinrich Reimer|Martin Potthast|Matthias Hagen
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BIRDS - Bridging the Gap between Information Science, Information Retrieval and Data Science.
Ingo Frommholz|Haiming Liu|Massimo Melucci
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Proof by Experimentation? Towards Better IR Research.
Norbert Fuhr
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Be Aware of the Hot Zone: A Warning System of Hazard Area Prediction to Intervene Novel Coronavirus COVID-19 Outbreak.
Zhenxin Fu|Yu Wu|Hailei Zhang|Yichuan Hu|Dongyan Zhao|Rui Yan
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Fairness-Aware Explainable Recommendation over Knowledge Graphs.
Zuohui Fu|Yikun Xian|Ruoyuan Gao|Jieyu Zhao|Qiaoying Huang|Yingqiang Ge|Shuyuan Xu|Shijie Geng|Chirag Shah|Yongfeng Zhang|Gerard de Melo
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Query Rewriting for Voice Shopping Null Queries.
Iftah Gamzu|Marina Haikin|Nissim Halabi
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DPLCF: Differentially Private Local Collaborative Filtering.
Chen Gao|Chao Huang|Dongsheng Lin|Depeng Jin|Yong Li
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FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval.
Dehong Gao|Linbo Jin|Ben Chen|Minghui Qiu|Peng Li|Yi Wei|Yi Hu|Hao Wang
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Pairwise View Weighted Graph Network for View-based 3D Model Retrieval.
Zan Gao|Yin-Ming Li|Weili Guan|Weizhi Nie|Zhiyong Cheng|Anan Liu
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Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning.
Zheng Gao|Hongsong Li|Zhuoren Jiang|Xiaozhong Liu
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MGNN: A Multimodal Graph Neural Network for Predicting the Survival of Cancer Patients.
Jianliang Gao|Tengfei Lyu|Fan Xiong|Jianxin Wang|Weimao Ke|Zhao Li
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Recent Advances in Conversational Information Retrieval.
Jianfeng Gao|Chenyan Xiong|Paul Bennett
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Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback.
Carlos Gemmell|Federico Rossetto|Jeffrey Dalton
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Learning Personalized Risk Preferences for Recommendation.
Yingqiang Ge|Shuyuan Xu|Shuchang Liu|Zuohui Fu|Fei Sun|Yongfeng Zhang
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Understanding Echo Chambers in E-commerce Recommender Systems.
Yingqiang Ge|Shuya Zhao|Honglu Zhou|Changhua Pei|Fei Sun|Wenwu Ou|Yongfeng Zhang
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Explaining Recommendations in Heterogeneous Networks.
Azin Ghazimatin
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Efficient and Effective Query Auto-Completion.
Simon Gog|Giulio Ermanno Pibiri|Rossano Venturini
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Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View.
Jibing Gong|Shen Wang|Jinlong Wang|Wenzheng Feng|Hao Peng|Jie Tang|Philip S. Yu
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Ranking-Incentivized Quality Preserving Content Modification.
Gregory Goren|Oren Kurland|Moshe Tennenholtz|Fiana Raiber
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Deep Neural Matching Models for Graph Retrieval.
Kunal Goyal|Utkarsh Gupta|Abir De|Soumen Chakrabarti
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Session-based Recommendation with Hierarchical Leaping Networks.
Cheng Guo|Mengfei Zhang|Jinyun Fang|Jiaqi Jin|Mao Pan
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Multi-Branch Convolutional Network for Context-Aware Recommendation.
Wei Guo|Can Zhang|Huifeng Guo|Ruiming Tang|Xiuqiang He
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Efficient Image Gallery Representations at Scale Through Multi-Task Learning.
Benjamin Gutelman|Pavel Levin
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Predicting Entity Popularity to Improve Spoken Entity Recognition by Virtual Assistants.
Christophe Van Gysel|Manos Tsagkias|Ernest Pusateri|Ilya Oparin
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A Counterfactual Framework for Seller-Side A/B Testing on Marketplaces.
Viet Ha-Thuc|Avishek Dutta|Ren Mao|Matthew Wood|Yunli Liu
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When the Human is in the Loop: Cost, Effort and Behavior.
Lei Han
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Content-aware Neural Hashing for Cold-start Recommendation.
Casper Hansen|Christian Hansen|Jakob Grue Simonsen|Stephen Alstrup|Christina Lioma
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Unsupervised Semantic Hashing with Pairwise Reconstruction.
Casper Hansen|Christian Hansen|Jakob Grue Simonsen|Stephen Alstrup|Christina Lioma
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Dynamic Link Prediction by Integrating Node Vector Evolution and Local Neighborhood Representation.
Xiaorong Hao|Tao Lian|Li Wang
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ArTest: The First Test Collection for Arabic Web Search with Relevance Rationales.
Maram Hasanain|Yassmine Barkallah|Reem Suwaileh|Mücahid Kutlu|Tamer Elsayed
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Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search.
Helia Hashemi|Hamed Zamani|W. Bruce Croft
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GAME: Learning Graphical and Attentive Multi-view Embeddings for Occasional Group Recommendation.
Zhixiang He|Chi-Yin Chow|Jia-Dong Zhang
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Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise.
Guoxiu He|Zhe Gao|Zhuoren Jiang|Yangyang Kang|Changlong Sun|Xiaozhong Liu|Wei Lu
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Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention.
Guoxiu He|Yangyang Kang|Zhuoren Jiang|Jiawei Liu|Changlong Sun|Xiaozhong Liu|Wei Lu
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The Next Generation of Neural Networks.
Geoffrey E. Hinton
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Query Reformulation in E-Commerce Search.
Sharon Hirsch|Ido Guy|Alexander Nus|Arnon Dagan|Oren Kurland
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End-to-End Contextualized Document Indexing and Retrieval with Neural Networks.
Sebastian Hofstätter
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Local Self-Attention over Long Text for Efficient Document Retrieval.
Sebastian Hofstätter|Hamed Zamani|Bhaskar Mitra|Nick Craswell|Allan Hanbury
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Nonintrusive-Sensing and Reinforcement-Learning Based Adaptive Personalized Music Recommendation.
Daocheng Hong|Yang Li|Qiwen Dong
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DataMirror: Reflecting on One's Data Self: A Tool for Social Media Users to Explore Their Digital Footprints.
Amal Htait|Leif Azzopardi|Emma Nicol|Wendy Moncur
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Modeling Personalized Item Frequency Information for Next-basket Recommendation.
Haoji Hu|Xiangnan He|Jinyang Gao|Zhi-Li Zhang
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BiANE: Bipartite Attributed Network Embedding.
Wentao Huang|Yuchen Li|Yuan Fang|Ju Fan|Hongxia Yang
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Neural Mathematical Solver with Enhanced Formula Structure.
Zhenya Huang|Qi Liu|Weibo Gao|Jinze Wu|Yu Yin|Hao Wang|Enhong Chen
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Towards Linking Camouflaged Descriptions to Implicit Products in E-commerce.
Longtao Huang|Bo Yuan|Rong Zhang|Quan Lu
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Detecting Concept Drift In Medical Triage.
Hamish Huggard|Yun Sing Koh|Gillian Dobbie|Edmond Zhang
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REL: An Entity Linker Standing on the Shoulders of Giants.
Johannes M. van Hulst|Faegheh Hasibi|Koen Dercksen|Krisztian Balog|Arjen P. de Vries
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Residual-Duet Network with Tree Dependency Representation for Chinese Question-Answering Sentiment Analysis.
Guangyi Hu|Chongyang Shi|Shufeng Hao|Yu Bai
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Evidence Weighted Tree Ensembles for Text Classification.
Md Zahidul Islam|Jixue Liu|Jiuyong Li|Lin Liu|Wei Kang
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Using Exploration to Alleviate Closed Loop Effects in Recommender Systems.
Amir Hossein Jadidinejad|Craig Macdonald|Iadh Ounis
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Accelerated Convergence for Counterfactual Learning to Rank.
Rolf Jagerman|Maarten de Rijke
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Graph Regularization for Multi-lingual Topic Models.
Arnav Kumar Jain|Gundeep Arora|Rahul Agrawal
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Multi-Modal Summary Generation using Multi-Objective Optimization.
Anubhav Jangra|Sriparna Saha|Adam Jatowt|Mohammad Hasanuzzaman
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ECOM'20: The SIGIR 2020 Workshop on eCommerce.
Dietmar Jannach|Surya Kallumadi|Tracy Holloway King|Weihua Luo|Shervin Malmasi
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A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval.
Yongyu Jiang|Peng Zhang|Hui Gao|Dawei Song
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Response Quality in Human-Chatbot Collaborative Systems.
Jiepu Jiang|Naman Ahuja
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Large-scale Multi-modal Search and QA at Alibaba.
Rong Jin
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A Deep Recurrent Survival Model for Unbiased Ranking.
Jiarui Jin|Yuchen Fang|Weinan Zhang|Kan Ren|Guorui Zhou|Jian Xu|Yong Yu|Jun Wang|Xiaoqiang Zhu|Kun Gai
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Multi-behavior Recommendation with Graph Convolutional Networks.
Bowen Jin|Chen Gao|Xiangnan He|Depeng Jin|Yong Li
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A Re-visit of the Popularity Baseline in Recommender Systems.
Yitong Ji|Aixin Sun|Jie Zhang|Chenliang Li
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The New TREC Track on Podcast Search and Summarization.
Rosie Jones
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ADORE: Aspect Dependent Online REview Labeling for Review Generation.
Parisa Kaghazgaran|Jianling Wang|Ruihong Huang|James Caverlee
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Incorporating User Feedback in Conversational Question Answering over Heterogeneous Web Sources.
Quentin Bragard|Magdalena Kaiser|Quentin Bragard|Magdalena Kaiser
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Conversational Question Answering over Passages by Leveraging Word Proximity Networks.
Magdalena Kaiser|Rishiraj Saha Roy|Gerhard Weikum
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Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval.
Omar Khattab|Mohammad Hammoud|Tamer Elsayed
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ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.
Omar Khattab|Matei Zaharia
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High-Precision Extraction of Emerging Concepts from Scientific Literature.
Daniel King|Doug Downey|Daniel S. Weld
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Training Mixed-Objective Pointing Decoders for Block-Level Optimization in Search Recommendation.
Harsh Kohli
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Transfer Learning via Contextual Invariants for One-to-Many Cross-Domain Recommendation.
Adit Krishnan|Mahashweta Das|Mangesh Bendre|Hao Yang|Hari Sundaram
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FigExplorer: A System for Retrieval and Exploration of Figures from Collections of Research Articles.
Saar Kuzi|ChengXiang Zhai|Yin Tian|Haichuan Tang
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ASiNE: Adversarial Signed Network Embedding.
Yeon-Chang Lee|Nayoun Seo|Kyungsik Han|Sang-Wook Kim
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Conversational Recommendation: Formulation, Methods, and Evaluation.
Wenqiang Lei|Xiangnan He|Maarten de Rijke|Tat-Seng Chua
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Reinforcement Learning based Recommendation with Graph Convolutional Q-network.
Yu Lei|Hongbin Pei|Hanqi Yan|Wenjie Li
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Crowdsourced Text Sequence Aggregation based on Hybrid Reliability and Representation.
Jiyi Li
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Joint Training Capsule Network for Cold Start Recommendation.
Tingting Liang|Congying Xia|Yuyu Yin|Philip S. Yu
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Domain Adaptation with Reconstruction for Disaster Tweet Classification.
Xukun Li|Doina Caragea
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Recipe Retrieval with Visual Query of Ingredients.
Yen-Chieh Lien|Hamed Zamani|W. Bruce Croft
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Video Recommendation with Multi-gate Mixture of Experts Soft Actor Critic.
Dingcheng Li|Xu Li|Jun Wang|Ping Li
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User Modeling Towards Stateful Learning to Rank.
Yanpeng Lin
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Copula Guided Neural Topic Modelling for Short Texts.
Lihui Lin|Hongyu Jiang|Yanghui Rao
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Soft Kernel-based Ranking on a Statistical Manifold.
Xinshi Lin|Wai Lam
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Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format.
Jimmy Lin|Joel M. Mackenzie|Chris Kamphuis|Craig Macdonald|Antonio Mallia|Michal Siedlaczek|Andrew Trotman|Arjen P. de Vries
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Meta Matrix Factorization for Federated Rating Predictions.
Yujie Lin|Pengjie Ren|Zhumin Chen|Zhaochun Ren|Dongxiao Yu|Jun Ma|Maarten de Rijke|Xiuzhen Cheng
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Deep Job Understanding at LinkedIn.
Shan Li|Baoxu Shi|Jaewon Yang|Ji Yan|Shuai Wang|Fei Chen|Qi He
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Systematic Review Automation Tools for End-to-End Query Formulation.
Hang Li|Harrisen Scells|Guido Zuccon
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Auto-annotation for Voice-enabled Entertainment Systems.
Wenyan Li|Ferhan Türe
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Neural Unified Review Recommendation with Cross Attention.
Hongtao Liu|Wenjun Wang|Hongyan Xu|Qiyao Peng|Pengfei Jiao
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Enhancing Graph Neural Networks for Recommender Systems.
Siwei Liu
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A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data.
Dugang Liu|Pengxiang Cheng|Zhenhua Dong|Xiuqiang He|Weike Pan|Zhong Ming
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DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features.
Jiongnan Liu|Zhicheng Dou|Xiaojie Wang|Shuqi Lu|Ji-Rong Wen
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Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection.
Zhiwei Liu|Yingtong Dou|Philip S. Yu|Yutong Deng|Hao Peng
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Investigating Reference Dependence Effects on User Search Interaction and Satisfaction: A Behavioral Economics Perspective.
Jiqun Liu|Fangyuan Han
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Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates.
Zheng Liu|Jianxun Lian|Junhan Yang|Defu Lian|Xing Xie
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A Heterogeneous Graph Neural Model for Cold-start Recommendation.
Siwei Liu|Iadh Ounis|Craig Macdonald|Zaiqiao Meng
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GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning.
Jianfeng Liu|Feiyang Pan|Ling Luo
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Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval.
Song Liu|Shengsheng Qian|Yang Guan|Jiawei Zhan|Long Ying
doi dblp
Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines.
Yang Liu|Xianzhuo Xia|Liang Chen|Xiangnan He|Carl Yang|Zibin Zheng
doi dblp
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction.
Bin Liu|Niannan Xue|Huifeng Guo|Ruiming Tang|Stefanos Zafeiriou|Xiuqiang He|Zhenguo Li
doi dblp
CapableOf Reasoning: A Step Towards Commonsense Oracle.
Jingping Liu|Yanghua Xiao|Ao Wang|Liang He|Bin Shao
doi dblp
Chinese Document Classification with Bi-directional Convolutional Language Model.
Bin Liu|Guosheng Yin
doi dblp
Multi-Level Multimodal Transformer Network for Multimodal Recipe Comprehension.
Ao Liu|Shuai Yuan|Chenbin Zhang|Congjian Luo|Yaqing Liao|Kun Bai|Zenglin Xu
doi dblp
Automated Embedding Size Search in Deep Recommender Systems.
Haochen Liu|Xiangyu Zhao|Chong Wang|Xiaobing Liu|Jiliang Tang
doi dblp
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation.
Xingchen Li|Xiang Wang|Xiangnan He|Long Chen|Jun Xiao|Tat-Seng Chua
doi dblp
MRIF: Multi-resolution Interest Fusion for Recommendation.
Shihao Li|Dekun Yang|Bufeng Zhang
doi dblp
APS: An Active PubMed Search System for Technology Assisted Reviews.
Dan Li|Panagiotis Zafeiriadis|Evangelos Kanoulas
doi dblp
Interactive Entity Linking Using Entity-Word Representations.
Pei-Chi Lo|Ee-Peng Lim
doi dblp
Deep Natural Language Processing for Search and Recommendation.
Bo Long|Jieping Ye|Zang Li|Huiji Gao|Sandeep Kumar Jha
doi dblp
Query-level Early Exit for Additive Learning-to-Rank Ensembles.
Claudio Lucchese|Franco Maria Nardini|Salvatore Orlando|Raffaele Perego|Salvatore Trani
doi dblp
Knowledge Enhanced Personalized Search.
Shuqi Lu|Zhicheng Dou|Chenyan Xiong|Xiaojie Wang|Ji-Rong Wen
doi dblp
Segmenting Search Query Logs by Learning to Detect Search Task Boundaries.
Luis Lugo|José G. Moreno|Gilles Hubert
doi dblp
A Multilingual Approach for Unsupervised Search Task Identification.
Luis Lugo|José G. Moreno|Gilles Hubert
doi dblp
Deep Critiquing for VAE-based Recommender Systems.
Kai Luo|Hojin Yang|Ga Wu|Scott Sanner
doi dblp
Spatial Object Recommendation with Hints: When Spatial Granularity Matters.
Hui Luo|Jingbo Zhou|Zhifeng Bao|Shuangli Li|J. Shane Culpepper|Haochao Ying|Hao Liu|Hui Xiong
doi dblp
Network On Network for Tabular Data Classification in Real-world Applications.
Yuanfei Luo|Hao Zhou|Wei-Wei Tu|Yuqiang Chen|Wenyuan Dai|Qiang Yang
doi dblp
Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation.
Junyu Lu|Xiancong Ren|Yazhou Ren|Ao Liu|Zenglin Xu
doi dblp
Differentially Private Knowledge Distillation for Mobile Analytics.
Lingjuan Lyu|Chi-Hua Chen
doi dblp
Towards Differentially Private Text Representations.
Lingjuan Lyu|Yitong Li|Xuanli He|Tong Xiao
doi dblp
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations.
Sean MacAvaney|Franco Maria Nardini|Raffaele Perego|Nicola Tonellotto|Nazli Goharian|Ophir Frieder
doi dblp
Training Curricula for Open Domain Answer Re-Ranking.
Sean MacAvaney|Franco Maria Nardini|Raffaele Perego|Nicola Tonellotto|Nazli Goharian|Ophir Frieder
doi dblp
Expansion via Prediction of Importance with Contextualization.
Sean MacAvaney|Franco Maria Nardini|Raffaele Perego|Nicola Tonellotto|Nazli Goharian|Ophir Frieder
doi dblp
Efficiency Implications of Term Weighting for Passage Retrieval.
Joel M. Mackenzie|Zhuyun Dai|Luke Gallagher|Jamie Callan
doi dblp
Large-scale Image Retrieval with Sparse Binary Projections.
Changyi Ma|Chonglin Gu|Wenye Li|Shuguang Cui
doi dblp
Learning Colour Representations of Search Queries.
Paridhi Maheshwari|Manoj Ghuhan|Vishwa Vinay
doi dblp
CrossBERT: A Triplet Neural Architecture for Ranking Entity Properties.
Jarana Manotumruksa|Jeff Dalton|Edgar Meij|Emine Yilmaz
doi dblp
Sequential-based Adversarial Optimisation for Personalised Top-N Item Recommendation.
Jarana Manotumruksa|Emine Yilmaz
doi dblp
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach.
Kelong Mao|Xi Xiao|Jieming Zhu|Biao Lu|Ruiming Tang|Xiuqiang He
doi dblp
SPot: A Tool for Identifying Operating Segments in Financial Tables.
Zhiqiang Ma|Steven Pomerville|Mingyang Di|Armineh Nourbakhsh
doi dblp
Reranking for Efficient Transformer-based Answer Selection.
Yoshitomo Matsubara|Thuy Vu|Alessandro Moschitti
doi dblp
Active Learning Stopping Strategies for Technology-Assisted Sensitivity Review.
Graham McDonald|Craig Macdonald|Iadh Ounis
doi dblp
Topic Propagation in Conversational Search.
Ida Mele|Cristina Ioana Muntean|Franco Maria Nardini|Raffaele Perego|Nicola Tonellotto|Ophir Frieder
doi dblp
Agreement and Disagreement between True and False-Positive Metrics in Recommender Systems Evaluation.
Elisa Mena-Maldonado|Rocío Cañamares|Pablo Castells|Yongli Ren|Mark Sanderson
doi dblp
DukeNet: A Dual Knowledge Interaction Network for Knowledge-Grounded Conversation.
Chuan Meng|Pengjie Ren|Zhumin Chen|Weiwei Sun|Zhaochun Ren|Zhaopeng Tu|Maarten de Rijke
doi dblp
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation.
Wenjing Meng|Deqing Yang|Yanghua Xiao
doi dblp
A Reinforcement Learning Framework for Relevance Feedback.
Ali Montazeralghaem|Hamed Zamani|James Allan
doi dblp
Controlling Fairness and Bias in Dynamic Learning-to-Rank.
Marco Morik|Ashudeep Singh|Jessica Hong|Thorsten Joachims
doi dblp
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews.
Rajdeep Mukherjee|Hari Chandana Peruri|Uppada Vishnu|Pawan Goyal|Sourangshu Bhattacharya|Niloy Ganguly
doi dblp
Combining Contextualized and Non-contextualized Query Translations to Improve CLIR.
Suraj Nair|Petra Galuscáková|Douglas W. Oard
doi dblp
Receptor: A Platform for Exploring Latent Relations in Sensitive Documents.
Hitarth Narvala|Graham McDonald|Iadh Ounis
doi dblp
Recommending Podcasts for Cold-Start Users Based on Music Listening and Taste.
Zahra Nazari|Christophe Charbuillet|Johan Pages|Martin Laurent|Denis Charrier|Briana Vecchione|Ben Carterette
doi dblp
FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort.
Thanh Tam Nguyen|Matthias Weidlich|Hongzhi Yin|Bolong Zheng|Quang Huy Nguyen|Quoc Viet Hung Nguyen
doi dblp
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding.
Ping Nie|Yuyu Zhang|Xiubo Geng|Arun Ramamurthy|Le Song|Daxin Jiang
doi dblp
WIRE: An Automated Report Generation System using Topical and Temporal Summarization.
Yunseok Noh|Yongmin Shin|Junmo Park|A.-Yeong Kim|Su-Jeong Choi|Hyun-Je Song|Seong-Bae Park|Se-Young Park
doi dblp
Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance.
Elnaz Nouri|Robert Sim|Adam Fourney|Ryen W. White
doi dblp
Policy-Aware Unbiased Learning to Rank for Top-k Rankings.
Harrie Oosterhuis|Maarten de Rijke
doi dblp
An Eye Tracking Study of Web Search by People With and Without Dyslexia.
Srishti Palani|Adam Fourney|Shane Williams|Kevin Larson|Irina Spiridonova|Meredith Ringel Morris
doi dblp
Reciprocal Recommendation: Matching Users with the Right Users.
Iván Palomares
doi dblp
An Intent-guided Collaborative Machine for Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Yanxiang Ling|Maarten de Rijke
doi dblp
Rethinking Item Importance in Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Yanxiang Ling|Maarten de Rijke
doi dblp
SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval.
Liang Pang|Jun Xu|Qingyao Ai|Yanyan Lan|Xueqi Cheng|Jirong Wen
doi dblp
Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment.
Haojie Pan|Rongqin Yang|Xin Zhou|Rui Wang|Deng Cai|Xiaozhong Liu
doi dblp
Leveraging Social Media for Medical Text Simplification.
Nikhil Pattisapu|Nishant Prabhu|Smriti Bhati|Vasudeva Varma
doi dblp
The Cortical Activity of Graded Relevance.
Zuzana Pinkosova|William J. McGeown|Yashar Moshfeghi
doi dblp
Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR).
Benjamin Piwowarski
doi dblp
MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction.
Zhi Qiao|Zhen Zhang|Xian Wu|Shen Ge|Wei Fan
doi dblp
User Behavior Retrieval for Click-Through Rate Prediction.
Jiarui Qin|Weinan Zhang|Xin Wu|Jiarui Jin|Yuchen Fang|Yong Yu
doi dblp
What If Bots Feel Moods?
Lisong Qiu|Yingwai Shiu|Pingping Lin|Ruihua Song|Yue Liu|Dongyan Zhao|Rui Yan
doi dblp
GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation.
Ruihong Qiu|Hongzhi Yin|Zi Huang|Tong Chen
doi dblp
Open-Retrieval Conversational Question Answering.
Chen Qu|Liu Yang|Cen Chen|Minghui Qiu|W. Bruce Croft|Mohit Iyyer
doi dblp
Towards Explainable Retrieval Models for Precision Medicine Literature Search.
Jiaming Qu|Jaime Arguello|Yue Wang
doi dblp
Contextual Re-Ranking with Behavior Aware Transformers.
Chen Qu|Chenyan Xiong|Yizhe Zhang|Corby Rosset|W. Bruce Croft|Paul N. Bennett
doi dblp
Reputation (In)dependence in Ranking Systems: Demographics Influence Over Output Disparities.
Guilherme Ramos|Ludovico Boratto
doi dblp
Search Result Explanations Improve Efficiency and Trust.
Jerome Ramos|Carsten Eickhoff
doi dblp
Do Neural Ranking Models Intensify Gender Bias?
Navid Rekabsaz|Markus Schedl
doi dblp
Sequential Recommendation with Self-Attentive Multi-Adversarial Network.
Ruiyang Ren|Zhaoyang Liu|Yaliang Li|Wayne Xin Zhao|Hui Wang|Bolin Ding|Ji-Rong Wen
doi dblp
Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background.
Kevin Roitero|Michael Soprano|Shaoyang Fan|Damiano Spina|Stefano Mizzaro|Gianluca Demartini
doi dblp
Distributed Equivalent Substitution Training for Large-Scale Recommender Systems.
Haidong Rong|Yangzihao Wang|Feihu Zhou|Junjie Zhai|Haiyang Wu|Rui Lan|Fan Li|Han Zhang|Yuekui Yang|Zhenyu Guo|Di Wang
doi dblp
Question Answering over Curated and Open Web Sources.
Rishiraj Saha Roy|Avishek Anand
doi dblp
QuAChIE: Question Answering based Chinese Information Extraction System.
Dongyu Ru|Zhenghui Wang|Lin Qiu|Hao Zhou|Lei Li|Weinan Zhang|Yong Yu
doi dblp
How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements.
Noveen Sachdeva|Julian J. McAuley
doi dblp
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback.
Yuta Saito
doi dblp
Dual Learning Algorithm for Delayed Conversions.
Yuta Saito|Ricardo Baeza-Yates|Gota Morishita|Shota Yasui
doi dblp
Good Evaluation Measures based on Document Preferences.
Tetsuya Sakai|Zhaohao Zeng
doi dblp
GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation.
Aravind Sankar|Yanhong Wu|Yuhang Wu|Wei Zhang|Hao Yang|Hari Sundaram
doi dblp
MVL: Multi-View Learning for News Recommendation.
T. Y. S. S. Santosh|Avirup Saha|Niloy Ganguly
doi dblp
Query by Example for Cross-Lingual Event Retrieval.
Sheikh Muhammad Sarwar|James Allan
doi dblp
A Test Collection for Relevance and Sensitivity.
Mahmoud F. Sayed|William Cox|Jonah Lynn Rivera|Caitlin Christian-Lamb|Modassir Iqbal|Douglas W. Oard|Katie Shilton
doi dblp
Evaluation of Cross Domain Text Summarization.
Liam Scanlon|Shiwei Zhang|Xiuzhen Zhang|Mark Sanderson
doi dblp
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation.
Tobias Schnabel|Saleema Amershi|Paul N. Bennett|Peter Bailey|Thorsten Joachims
doi dblp
The Curious Case of IR Explainability: Explaining Document Scores within and across Ranking Models.
Procheta Sen|Debasis Ganguly|Manisha Verma|Gareth J. F. Jones
doi dblp
A Study of Methods for the Generation of Domain-Aware Word Embeddings.
Dominic Seyler|ChengXiang Zhai
doi dblp
Tutorial on Task-Based Search and Assistance.
Chirag Shah|Ryen W. White
doi dblp
Towards Legal Case Retrieval.
Yunqiu Shao
doi dblp
Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.
Shuanghong Shen|Qi Liu|Enhong Chen|Han Wu|Zhenya Huang|Weihao Zhao|Yu Su|Haiping Ma|Shijin Wang
doi dblp
Learning to Ask Screening Questions for Job Postings.
Baoxu Shi|Shan Li|Jaewon Yang|Mustafa Emre Kazdagli|Qi He
doi dblp
G2T: Generating Fluent Descriptions for Knowledge Graph.
Yunzhou Shi|Zhiling Luo|Pengcheng Zhu|Feng Ji|Wei Zhou|Haiqing Chen|Yujiu Yang
doi dblp
Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation.
Shaoyun Shi|Weizhi Ma|Min Zhang|Yongfeng Zhang|Xinxing Yu|Houzhi Shan|Yiqun Liu|Shaoping Ma
doi dblp
Web Table Retrieval using Multimodal Deep Learning.
Roee Shraga|Haggai Roitman|Guy Feigenblat|Mustafa Canim
doi dblp
Learning with Weak Supervision for Email Intent Detection.
Kai Shu|Subhabrata Mukherjee|Guoqing Zheng|Ahmed Hassan Awadallah|Milad Shokouhi|Susan T. Dumais
doi dblp
3D Self-Attention for Unsupervised Video Quantization.
Jingkuan Song|Ruimin Lang|Xiaosu Zhu|Xing Xu|Lianli Gao|Heng Tao Shen
doi dblp
Dual Sequential Network for Temporal Sets Prediction.
Leilei Sun|Yansong Bai|Bowen Du|Chuanren Liu|Hui Xiong|Weifeng Lv
doi dblp
A Generic Network Compression Framework for Sequential Recommender Systems.
Yang Sun|Fajie Yuan|Min Yang|Guoao Wei|Zhou Zhao|Duo Liu
doi dblp
Neighbor Interaction Aware Graph Convolution Networks for Recommendation.
Jianing Sun|Yingxue Zhang|Wei Guo|Huifeng Guo|Ruiming Tang|Xiuqiang He|Chen Ma|Mark Coates
doi dblp
Legal Intelligence: Algorithmic, Data, and Social Challenges.
Changlong Sun|Yating Zhang|Xiaozhong Liu|Fei Wu
doi dblp
Distilling Knowledge for Fast Retrieval-based Chat-bots.
Amir Vakili Tahami|Kamyar Ghajar|Azadeh Shakery
doi dblp
MVIN: Learning Multiview Items for Recommendation.
Chang-You Tai|Meng-Ru Wu|Yun-Wei Chu|Shao-Yu Chu|Lun-Wei Ku
doi dblp
Vis-Trec: A System for the In-depth Analysis of trec_eval Results.
Mahtab Tamannaee|Negar Arabzadeh|Ebrahim Bagheri
doi dblp
How Deep Learning Works for Information Retrieval.
Dacheng Tao
doi dblp
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection.
Chongyang Tao|Wei Wu|Yansong Feng|Dongyan Zhao|Rui Yan
doi dblp
Fair Classification with Counterfactual Learning.
Maryam Tavakol
doi dblp
Multi-grouping Robust Fair Ranking.
Thibaut Thonet|Jean-Michel Renders
doi dblp
Identifying Tasks from Mobile App Usage Patterns.
Yuan Tian|Ke Zhou|Mounia Lalmas|Dan Pelleg
doi dblp
Visual Intents vs. Clicks, Likes, and Purchases in E-commerce.
Riku Togashi|Tetsuya Sakai
doi dblp
JASSjr: The Minimalistic BM25 Search Engine for Teaching and Learning Information Retrieval.
Andrew Trotman|Kat Lilly
doi dblp
Query/Task Satisfaction and Grid-based Evaluation Metrics Under Different Image Search Intents.
Kosetsu Tsukuda|Masataka Goto
doi dblp
Product Bundle Identification using Semi-Supervised Learning.
Hen Tzaban|Ido Guy|Asnat Greenstein-Messica|Arnon Dagan|Lior Rokach|Bracha Shapira
doi dblp
Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks.
Antti Ukkonen|Pyry Joona|Tuukka Ruotsalo
doi dblp
An Analysis of Mixed Initiative and Collaboration in Information-Seeking Dialogues.
Svitlana Vakulenko|Evangelos Kanoulas|Maarten de Rijke
doi dblp
Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank.
Ali Vardasbi|Maarten de Rijke|Ilya Markov
doi dblp
Studying Ranking-Incentivized Web Dynamics.
Ziv Vasilisky|Moshe Tennenholtz|Oren Kurland
doi dblp
Coopetition in IR Research.
Ellen M. Voorhees
doi dblp
Query Resolution for Conversational Search with Limited Supervision.
Nikos Voskarides|Dan Li|Pengjie Ren|Evangelos Kanoulas|Maarten de Rijke
doi dblp
Data Poisoning Attacks against Differentially Private Recommender Systems.
Soumya Wadhwa|Saurabh Agrawal|Harsh Chaudhari|Deepthi Sharma|Kannan Achan
doi dblp
Learning Discriminative Joint Embeddings for Efficient Face and Voice Association.
Rui Wang|Xin Liu|Yiu-ming Cheung|Kai Cheng|Nannan Wang|Wentao Fan
doi dblp
Global Context Enhanced Graph Neural Networks for Session-based Recommendation.
Ziyang Wang|Wei Wei|Gao Cong|Xiao-Li Li|Xianling Mao|Minghui Qiu
doi dblp
Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation.
Wen Wang|Wei Zhang|Jun Rao|Zhijie Qiu|Bo Zhang|Leyu Lin|Hongyuan Zha
doi dblp
Next-item Recommendation with Sequential Hypergraphs.
Jianling Wang|Kaize Ding|Liangjie Hong|Huan Liu|James Caverlee
doi dblp
Match²: A Matching over Matching Model for Similar Question Identification.
Zizhen Wang|Yixing Fan|Jiafeng Guo|Liu Yang|Ruqing Zhang|Yanyan Lan|Xueqi Cheng|Hui Jiang|Xiaozhao Wang
doi dblp
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation.
Pengfei Wang|Yu Fan|Long Xia|Wayne Xin Zhao|Shaozhang Niu|Jimmy X. Huang
doi dblp
Disentangled Graph Collaborative Filtering.
Xiang Wang|Hongye Jin|An Zhang|Xiangnan He|Tong Xu|Tat-Seng Chua
doi dblp
CKAN: Collaborative Knowledge-aware Attentive Network for Recommender Systems.
Ze Wang|Guangyan Lin|Huobin Tan|Qinghong Chen|Xiyang Liu
doi dblp
Coding Electronic Health Records with Adversarial Reinforcement Path Generation.
Shanshan Wang|Pengjie Ren|Zhumin Chen|Zhaochun Ren|Jian-Yun Nie|Jun Ma|Maarten de Rijke
doi dblp
Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior.
Yongzhen Wang|Jian Wang|Heng Huang|Hongsong Li|Xiaozhong Liu
doi dblp
Make It a Chorus: Knowledge- and Time-aware Item Modeling for Sequential Recommendation.
Chenyang Wang|Min Zhang|Weizhi Ma|Yiqun Liu|Shaoping Ma
doi dblp
Immersive Search: Using Virtual Reality to Examine How a Third Dimension Impacts the Searching Process.
Austin R. Ward|Robert G. Capra
doi dblp
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models.
Mengxi Wei|Yifan He|Qiong Zhang
doi dblp
Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction.
Hong Wen|Jing Zhang|Yuan Wang|Fuyu Lv|Wentian Bao|Quan Lin|Keping Yang
doi dblp
How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace.
Liang Wu|Mihajlo Grbovic
doi dblp
Investigating Reading Behavior in Fine-grained Relevance Judgment.
Zhijing Wu|Jiaxin Mao|Yiqun Liu|Min Zhang|Shaoping Ma
doi dblp
How UMass-FSD Inadvertently Leverages Temporal Bias.
Dominik Wurzer|Yumeng Qin
doi dblp
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation.
Le Wu|Yonghui Yang|Lei Chen|Defu Lian|Richang Hong|Meng Wang
doi dblp
TFNet: Multi-Semantic Feature Interaction for CTR Prediction.
Shu Wu|Feng Yu|Xueli Yu|Qiang Liu|Liang Wang|Tieniu Tan|Jie Shao|Fan Huang
doi dblp
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach.
Le Wu|Yonghui Yang|Kun Zhang|Richang Hong|Yanjie Fu|Meng Wang
doi dblp
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network.
Lianghao Xia|Chao Huang|Yong Xu|Peng Dai|Bo Zhang|Liefeng Bo
doi dblp
Modeling User Behavior for Vertical Search: Images, Apps and Products.
Xiaohui Xie|Jiaxin Mao|Yiqun Liu|Maarten de Rijke
doi dblp
Preference-based Evaluation Metrics for Web Image Search.
Xiaohui Xie|Jiaxin Mao|Yiqun Liu|Maarten de Rijke|Haitian Chen|Min Zhang|Shaoping Ma
doi dblp
Self-Supervised Reinforcement Learning for Recommender Systems.
Xin Xin|Alexandros Karatzoglou|Ioannis Arapakis|Joemon M. Jose
doi dblp
Neural Hierarchical Factorization Machines for User's Event Sequence Analysis.
Dongbo Xi|Fuzhen Zhuang|Bowen Song|Yongchun Zhu|Shuai Chen|Dan Hong|Tao Chen|Xi Gu|Qing He
doi dblp
On Presuppositions of Machine Learning: A Meta Theory.
Zongben Xu
doi dblp
Symmetric Regularization based BERT for Pair-wise Semantic Reasoning.
Weidi Xu|Xingyi Cheng|Kunlong Chen|Taifeng Wang
doi dblp
Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification.
Bingbing Xu|Junjie Huang|Liang Hou|Huawei Shen|Jinhua Gao|Xueqi Cheng
doi dblp
Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction.
Weinan Xu|Hengxu He|Minshi Tan|Yunming Li|Jun Lang|Dongbai Guo
doi dblp
Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval.
Xing Xu|Kaiyi Lin|Huimin Lu|Lianli Gao|Heng Tao Shen
doi dblp
Reinforcement Learning to Rank with Pairwise Policy Gradient.
Jun Xu|Zeng Wei|Long Xia|Yanyan Lan|Dawei Yin|Xueqi Cheng|Ji-Rong Wen
doi dblp
Having Your Cake and Eating it Too: Training Neural Retrieval for Language Inference without Losing Lexical Match.
Vikas Yadav|Steven Bethard|Mihai Surdeanu
doi dblp
Biomedical Information Retrieval incorporating Knowledge Graph for Explainable Precision Medicine.
Zuoxi Yang
doi dblp
ServiceGroup: A Human-Machine Cooperation Solution for Group Chat Customer Service.
Minghui Yang|Hengbin Cui|Shaosheng Cao|Yafang Wang|Xiaolong Li
doi dblp
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval.
Xun Yang|Jianfeng Dong|Yixin Cao|Xun Wang|Meng Wang|Tat-Seng Chua
doi dblp
Nonlinear Robust Discrete Hashing for Cross-Modal Retrieval.
Zhan Yang|Jun Long|Lei Zhu|Wenti Huang
doi dblp
A Case Study of Multi-class Classification with Diversified Precision Recall Requirements for Query Disambiguation.
Yingrui Yang|Christopher Miller|Peng Jiang|Azadeh Moghtaderi
doi dblp
Generative Attribute Manipulation Scheme for Flexible Fashion Search.
Xin Yang|Xuemeng Song|Xianjing Han|Haokun Wen|Jie Nie|Liqiang Nie
doi dblp
TADS: Learning Time-Aware Scheduling Policy with Dyna-Style Planning for Spaced Repetition.
Zhengyu Yang|Jian Shen|Yunfei Liu|Yang Yang|Weinan Zhang|Yong Yu
doi dblp
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention.
Deqing Yang|Zengchun Song|Lvxin Xue|Yanghua Xiao
doi dblp
Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization.
Carl Yang|Jieyu Zhang|Haonan Wang|Bangzheng Li|Jiawei Han
doi dblp
Employing Personal Word Embeddings for Personalized Search.
Jing Yao|Zhicheng Dou|Ji-Rong Wen
doi dblp
Time Matters: Sequential Recommendation with Complex Temporal Information.
Wenwen Ye|Shuaiqiang Wang|Xu Chen|Xuepeng Wang|Zheng Qin|Dawei Yin
doi dblp
A Lightweight Environment for Learning Experimental IR Research Practices.
Zeynep Akkalyoncu Yilmaz|Charles L. A. Clarke|Jimmy Lin
doi dblp
On the Reliability of Test Collections for Evaluating Systems of Different Types.
Emine Yilmaz|Nick Craswell|Bhaskar Mitra|Daniel Campos
doi dblp
KLOOS: KL Divergence-based Out-of-Scope Intent Detection in Human-to-Machine Conversations.
Eyup Halit Yilmaz|Cagri Toraman
doi dblp
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation.
Feng Yu|Yanqiao Zhu|Qiang Liu|Shu Wu|Liang Wang|Tieniu Tan
doi dblp
A Study of Neural Matching Models for Cross-lingual IR.
Puxuan Yu|James Allan
doi dblp
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation.
Fajie Yuan|Xiangnan He|Alexandros Karatzoglou|Liguang Zhang
doi dblp
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching.
Zixuan Yuan|Hao Liu|Yanchi Liu|Denghui Zhang|Fei Yi|Nengjun Zhu|Hui Xiong
doi dblp
Efficient Graph Query Processing over Geo-Distributed Datacenters.
Ye Yuan|Delong Ma|Zhenyu Wen|Yuliang Ma|Guoren Wang|Lei Chen
doi dblp
Query Classification with Multi-objective Backoff Optimization.
Hang Yu|Lester Litchfield
doi dblp
Few-Shot Generative Conversational Query Rewriting.
Shi Yu|Jiahua Liu|Jingqin Yang|Chenyan Xiong|Paul N. Bennett|Jianfeng Gao|Zhiyuan Liu
doi dblp
Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning.
Wenhui Yu|Zheng Qin
doi dblp
Influence Function for Unbiased Recommendation.
Jiangxing Yu|Hong Zhu|Chih-Yao Chang|Xinhua Feng|Bo-Wen Yuan|Xiuqiang He|Zhenhua Dong
doi dblp
Macaw: An Extensible Conversational Information Seeking Platform.
Hamed Zamani|Nick Craswell
doi dblp
Analyzing and Learning from User Interactions for Search Clarification.
Hamed Zamani|Bhaskar Mitra|Everest Chen|Gord Lueck|Fernando Diaz|Paul N. Bennett|Nick Craswell|Susan T. Dumais
doi dblp
Degree-Aware Alignment for Entities in Tail.
Weixin Zeng|Xiang Zhao|Wei Wang|Jiuyang Tang|Zhen Tan
doi dblp
Interactive Information Retrieval: Models, Algorithms, and Evaluation.
ChengXiang Zhai
doi dblp
Towards Evaluating Veracity of Textual Statements on the Web.
Qiang Zhang
doi dblp
EARS 2020: The 3rd International Workshop on ExplainAble Recommendation and Search.
Yongfeng Zhang|Xu Chen|Yi Zhang|Min Zhang|Chirag Shah
doi dblp
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling.
Wenxuan Zhang|Yang Deng|Wai Lam
doi dblp
How to Retrain Recommender System?: A Sequential Meta-Learning Method.
Yang Zhang|Fuli Feng|Chenxu Wang|Xiangnan He|Meng Wang|Yan Li|Yongdong Zhang
doi dblp
Read, Attend, and Exclude: Multi-Choice Reading Comprehension by Mimicking Human Reasoning Process.
Chenbin Zhang|Congjian Luo|Junyu Lu|Ao Liu|Bing Bai|Kun Bai|Zenglin Xu
doi dblp
Minimally Supervised Categorization of Text with Metadata.
Yu Zhang|Yu Meng|Jiaxin Huang|Frank F. Xu|Xuan Wang|Jiawei Han
doi dblp
Cascade or Recency: Constructing Better Evaluation Metrics for Session Search.
Fan Zhang|Jiaxin Mao|Yiqun Liu|Weizhi Ma|Min Zhang|Shaoping Ma
doi dblp
Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics.
Fan Zhang|Jiaxin Mao|Yiqun Liu|Xiaohui Xie|Weizhi Ma|Min Zhang|Shaoping Ma
doi dblp
Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning.
Han Zhang|Songlin Wang|Kang Zhang|Zhiling Tang|Yunjiang Jiang|Yun Xiao|Weipeng Yan|Wenyun Yang
doi dblp
Web-to-Voice Transfer for Product Recommendation on Voice.
Rongting Zhang|Jie Yang
doi dblp
GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection.
Shijie Zhang|Hongzhi Yin|Tong Chen|Quoc Viet Hung Nguyen|Zi Huang|Lizhen Cui
doi dblp
An Analysis of BERT in Document Ranking.
Jingtao Zhan|Jiaxin Mao|Yiqun Liu|Min Zhang|Shaoping Ma
doi dblp
User-Inspired Posterior Network for Recommendation Reason Generation.
Haolan Zhan|Hainan Zhang|Hongshen Chen|Lei Shen|Yanyan Lan|Zhuoye Ding|Dawei Yin
doi dblp
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression.
Jinming Zhao|Ming Liu|Longxiang Gao|Yuan Jin|Lan Du|He Zhao|He Zhang|Gholamreza Haffari
doi dblp
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network.
Cheng Zhao|Chenliang Li|Rong Xiao|Hongbo Deng|Aixin Sun
doi dblp
Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs.
Kangzhi Zhao|Xiting Wang|Yuren Zhang|Li Zhao|Zheng Liu|Chunxiao Xing|Xing Xie
doi dblp
Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention.
Xiaoyan Zhao|Min Yang|Qiang Qu|Yang Sun
doi dblp
MaHRL: Multi-goals Abstraction Based Deep Hierarchical Reinforcement Learning for Recommendations.
Dongyang Zhao|Liang Zhang|Bo Zhang|Lizhou Zheng|Yongjun Bao|Weipeng Yan
doi dblp
Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation.
Jianming Zheng|Fei Cai|Honghui Chen
doi dblp
Sentiment-guided Sequential Recommendation.
Lin Zheng|Naicheng Guo|Weihao Chen|Jin Yu|Dazhi Jiang
doi dblp
Social Media User Geolocation via Hybrid Attention.
Cheng Zheng|Jyun-Yu Jiang|Yichao Zhou|Sean D. Young|Wei Wang
doi dblp
DGL-KE: Training Knowledge Graph Embeddings at Scale.
Da Zheng|Xiang Song|Chao Ma|Zeyuan Tan|Zihao Ye|Jin Dong|Hao Xiong|Zheng Zhang|George Karypis
doi dblp
Personalized Query Suggestions.
Jianling Zhong|Weiwei Guo|Huiji Gao|Bo Long
doi dblp
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning.
Sijin Zhou|Xinyi Dai|Haokun Chen|Weinan Zhang|Kan Ren|Ruiming Tang|Xiuqiang He|Yong Yu
doi dblp
Encoding History with Context-aware Representation Learning for Personalized Search.
Yujia Zhou|Zhicheng Dou|Ji-Rong Wen
doi dblp
Bridging East and West: An Integration of TCM and Western Medicine in Medical Text Mining.
Runjie Zhu
doi dblp
Joint Aspect-Sentiment Analysis with Minimal User Guidance.
Honglei Zhuang|Fang Guo|Chao Zhang|Liyuan Liu|Jiawei Han
doi dblp
Feature Transformation for Neural Ranking Models.
Thaer Samar|Michael Bendersky|Honglei Zhuang|Xuanhui Wang|Thaer Samar|Michael Bendersky|Marc Najork
doi dblp
Regional Relation Modeling for Visual Place Recognition.
Yingying Zhu|Biao Li|Jiong Wang|Zhou Zhao
doi dblp
L2R²: Leveraging Ranking for Abductive Reasoning.
Yunchang Zhu|Liang Pang|Yanyan Lan|Xueqi Cheng
doi dblp
Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation.
Ziwei Zhu|Shahin Sefati|Parsa Saadatpanah|James Caverlee
doi dblp
Measuring and Mitigating Item Under-Recommendation Bias in Personalized Ranking Systems.
Ziwei Zhu|Jianling Wang|James Caverlee
doi dblp
Humor Detection in Product Question Answering Systems.
Yftah Ziser|Elad Kravi|David Carmel
doi dblp
DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts.
Markus Zlabinger|Marta Sabou|Sebastian Hofstätter|Mete Sertkan|Allan Hanbury
doi dblp
Towards Question-based Recommender Systems.
Jie Zou|Yifan Chen|Evangelos Kanoulas
doi dblp
Neural Interactive Collaborative Filtering.
Lixin Zou|Long Xia|Yulong Gu|Xiangyu Zhao|Weidong Liu|Jimmy Xiangji Huang|Dawei Yin