ACM Transactions on Information Systems (TOIS) (2023)

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2023 Volume 41 Issue 1

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Integrating Representation and Interaction for Context-Aware Document Ranking.
Haonan Chen|Zhicheng Dou|Qiannan Zhu|Xiaochen Zuo|Ji-Rong Wen
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Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order.
Xiuying Chen|Mingzhe Li|Shen Gao|Zhangming Chan|Dongyan Zhao|Xin Gao|Xiangliang Zhang|Rui Yan
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Revisiting Negative Sampling vs. Non-sampling in Implicit Recommendation.
Chong Chen|Weizhi Ma|Min Zhang|Chenyang Wang|Yiqun Liu|Shaoping Ma
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Toward Equivalent Transformation of User Preferences in Cross Domain Recommendation.
Xu Chen|Ya Zhang|Ivor W. Tsang|Yuangang Pan|Jingchao Su
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The Influences of a Knowledge Representation Tool on Searchers with Varying Cognitive Abilities.
Bogeum Choi|Jaime Arguello|Robert Capra|Austin R. Ward
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Reinforcement Routing on Proximity Graph for Efficient Recommendation.
Chao Feng|Defu Lian|Xiting Wang|Zheng Liu|Xing Xie|Enhong Chen
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Reconciling the Quality vs Popularity Dichotomy in Online Cultural Markets.
Rossano Gaeta|Michele Garetto|Giancarlo Ruffo|Alessandro Flammini
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Position-Enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations.
Liwei Huang|Yutao Ma|Yanbo Liu|Bohong Danny Du|Shuliang Wang|Deyi Li
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Few-shot Aspect Category Sentiment Analysis via Meta-learning.
Bin Liang|Xiang Li|Lin Gui|Yonghao Fu|Yulan He|Min Yang|Ruifeng Xu
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Generating Relevant and Informative Questions for Open-Domain Conversations.
Yanxiang Ling|Fei Cai|Jun Liu|Honghui Chen|Maarten de Rijke
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Hierarchical Sliding Inference Generator for Question-driven Abstractive Answer Summarization.
Bing Li|Peng Yang|Hanlin Zhao|Penghui Zhang|Zijian Liu
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Contextual Path Retrieval: A Contextual Entity Relation Embedding-based Approach.
Pei-Chi Lo|Ee-Peng Lim
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KR-GCN: Knowledge-Aware Reasoning with Graph Convolution Network for Explainable Recommendation.
Ting Ma|Longtao Huang|Qianqian Lu|Songlin Hu
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Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction.
Yuming Shang|Heyan Huang|Xin Sun|Wei Wei|Xian-Ling Mao
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Characterization and Prediction of Mobile Tasks.
Yuan Tian|Ke Zhou|Dan Pelleg
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Sequential Recommendation with Multiple Contrast Signals.
Chenyang Wang|Weizhi Ma|Chong Chen|Min Zhang|Yiqun Liu|Shaoping Ma
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Curriculum Pre-training Heterogeneous Subgraph Transformer for Top-N Recommendation.
Hui Wang|Kun Zhou|Xin Zhao|Jingyuan Wang|Ji-Rong Wen
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A Multi-channel Hierarchical Graph Attention Network for Open Event Extraction.
Qizhi Wan|Changxuan Wan|Keli Xiao|Rong Hu|Dexi Liu
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Personalized News Recommendation: Methods and Challenges.
Chuhan Wu|Fangzhao Wu|Yongfeng Huang|Xing Xie
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A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation.
Weinan Zhang|Yiming Cui|Kaiyan Zhang|Yifa Wang|Qingfu Zhu|Lingzhi Li|Ting Liu
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User Behavior Simulation for Search Result Re-ranking.
Junqi Zhang|Yiqun Liu|Jiaxin Mao|Weizhi Ma|Jiazheng Xu|Shaoping Ma|Qi Tian
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Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation.
Yingying Zhang|Xian Wu|Quan Fang|Shengsheng Qian|Changsheng Xu
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perCLTV: A General System for Personalized Customer Lifetime Value Prediction in Online Games.
Shiwei Zhao|Runze Wu|Jianrong Tao|Manhu Qu|Minghao Zhao|Changjie Fan|Hongke Zhao
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Interaction-aware Drug Package Recommendation via Policy Gradient.
Zhi Zheng|Chao Wang|Tong Xu|Dazhong Shen|Penggang Qin|Xiangyu Zhao|Baoxing Huai|Xian Wu|Enhong Chen
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Users Meet Clarifying Questions: Toward a Better Understanding of User Interactions for Search Clarification.
Jie Zou|Mohammad Aliannejadi|Evangelos Kanoulas|Maria Soledad Pera|Yiqun Liu

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2023 Volume 41 Issue 2

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Capture Salient Historical Information: A Fast and Accurate Non-autoregressive Model for Multi-turn Spoken Language Understanding.
Lizhi Cheng|Weijia Jia|Wenmian Yang
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A Relative Information Gain-based Query Performance Prediction Framework with Generated Query Variants.
Suchana Datta|Debasis Ganguly|Mandar Mitra|Derek Greene
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On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training.
Hao Fei|Tat-Seng Chua|Chenliang Li|Donghong Ji|Meishan Zhang|Yafeng Ren
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A Multi-strategy-based Pre-training Method for Cold-start Recommendation.
Bowen Hao|Hongzhi Yin|Jing Zhang|Cuiping Li|Hong Chen
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Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation.
Zhenya Huang|Binbin Jin|Hongke Zhao|Qi Liu|Defu Lian|Tengfei Bao|Enhong Chen
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A Generic Federated Recommendation Framework via Fake Marks and Secret Sharing.
Zhaohao Lin|Weike Pan|Qiang Yang|Zhong Ming
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Federated User Modeling from Hierarchical Information.
Qi Liu|Jinze Wu|Zhenya Huang|Hao Wang|Yuting Ning|Ming Chen|Enhong Chen|Jinfeng Yi|Bowen Zhou
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MEGCF: Multimodal Entity Graph Collaborative Filtering for Personalized Recommendation.
Kang Liu|Feng Xue|Dan Guo|Le Wu|Shujie Li|Richang Hong
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User Perception of Recommendation Explanation: Are Your Explanations What Users Need?
Hongyu Lu|Weizhi Ma|Yifan Wang|Min Zhang|Xiang Wang|Yiqun Liu|Tat-Seng Chua|Shaoping Ma
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Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification.
Alejandro Moreo|Andrea Pedrotti|Fabrizio Sebastiani
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GDESA: Greedy Diversity Encoder with Self-attention for Search Results Diversification.
Xubo Qin|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
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Ranking Models for the Temporal Dimension of Text.
Stefano Giovanni Rizzo|Matteo Brucato|Danilo Montesi
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Learning Implicit and Explicit Multi-task Interactions for Information Extraction.
Kai Sun|Richong Zhang|Samuel Mensah|Yongyi Mao|Xudong Liu
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An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering.
Yiqi Wang|Chaozhuo Li|Zheng Liu|Mingzheng Li|Jiliang Tang|Xing Xie|Lei Chen|Philip S. Yu
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Adversarial Auto-encoder Domain Adaptation for Cold-start Recommendation with Positive and Negative Hypergraphs.
Hanrui Wu|Jinyi Long|Nuosi Li|Dahai Yu|Michael K. Ng
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A Multi-Objective Optimization Framework for Multi-Stakeholder Fairness-Aware Recommendation.
Haolun Wu|Chen Ma|Bhaskar Mitra|Fernando Diaz|Xue Liu
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Are Neural Ranking Models Robust?
Chen Wu|Ruqing Zhang|Jiafeng Guo|Yixing Fan|Xueqi Cheng
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A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions.
Tianzi Zang|Yanmin Zhu|Haobing Liu|Ruohan Zhang|Jiadi Yu
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Proactive Privacy-preserving Learning for Cross-modal Retrieval.
Peng-Fei Zhang|Guangdong Bai|Hongzhi Yin|Zi Huang
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Knowledge Base Embedding for Sampling-Based Prediction.
Richong Zhang|Jaein Kim|Jiajie Mei|Yongyi Mao
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MLI: A Multi-level Inference Mechanism for User Attributes in Social Networks.
Hang Zhang|Yajun Yang|Xin Wang|Hong Gao|Qinghua Hu
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A Revisiting Study of Appropriate Offline Evaluation for Top-N Recommendation Algorithms.
Wayne Xin Zhao|Zihan Lin|Zhichao Feng|Pengfei Wang|Ji-Rong Wen
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Time-aware Path Reasoning on Knowledge Graph for Recommendation.
Yuyue Zhao|Xiang Wang|Jiawei Chen|Yashen Wang|Wei Tang|Xiangnan He|Haiyong Xie
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Sequence-aware Knowledge Distillation for a Lightweight Event Representation.
Jianming Zheng|Fei Cai|Yanxiang Ling|Honghui Chen
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Learning to Ask: Conversational Product Search via Representation Learning.
Jie Zou|Jimmy Xiangji Huang|Zhaochun Ren|Evangelos Kanoulas

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2023 Volume 41 Issue 3

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Addressing Confounding Feature Issue for Causal Recommendation.
Xiangnan He|Yang Zhang|Fuli Feng|Chonggang Song|Lingling Yi|Guohui Ling|Yongdong Zhang
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Graph Neural Pre-training for Recommendation with Side Information.
Siwei Liu|Zaiqiao Meng|Craig Macdonald|Iadh Ounis
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A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation.
Haoyu Song|Wei-Nan Zhang|Kaiyan Zhang|Ting Liu
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Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval.
Lei Zhu|Tianshi Wang|Jingjing Li|Zheng Zhang|Jialie Shen|Xinhua Wang
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A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems.
Yang Deng|Wenxuan Zhang|Weiwen Xu|Wenqiang Lei|Tat-Seng Chua|Wai Lam
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A Data-Driven Analysis of Behaviors in Data Curation Processes.
Lei Han|Tianwa Chen|Gianluca Demartini|Marta Indulska|Shazia Sadiq
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On the User Behavior Leakage from Recommender System Exposure.
Xin Xin|Jiyuan Yang|Hanbing Wang|Jun Ma|Pengjie Ren|Hengliang Luo|Xinlei Shi|Zhumin Chen|Zhaochun Ren
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Bias and Debias in Recommender System: A Survey and Future Directions.
Jiawei Chen|Hande Dong|Xiang Wang|Fuli Feng|Meng Wang|Xiangnan He
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Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls.
Hang Li|Ahmed Mourad|Shengyao Zhuang|Bevan Koopman|Guido Zuccon
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User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network.
Desheng Cai|Shengsheng Qian|Quan Fang|Jun Hu|Changsheng Xu
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Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation.
Ziqian Chen|Fei Sun|Yifan Tang|Haokun Chen|Jinyang Gao|Bolin Ding
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Dual Preference Distribution Learning for Item Recommendation.
Xue Dong|Xuemeng Song|Na Zheng|Yinwei Wei|Zhongzhou Zhao
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Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation.
Naicheng Guo|Xiaolei Liu|Shaoshuai Li|Qiongxu Ma|Kaixin Gao|Bing Han|Lin Zheng|Sheng Guo|Xiaobo Guo
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ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences.
Mubashir Imran|Hongzhi Yin|Tong Chen|Quoc Viet Hung Nguyen|Alexander Zhou|Kai Zheng
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A Critical Study on Data Leakage in Recommender System Offline Evaluation.
Yitong Ji|Aixin Sun|Jie Zhang|Chenliang Li
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Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph.
Yakun Li|Lei Hou|Juanzi Li
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Exploring Time-aware Multi-pattern Group Venue Recommendation in LBSNs.
Bi Liang|Xiangwu Meng|Yujie Zhang
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The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval.
Minghan Li|Diana Nicoleta Popa|Johan Chagnon|Yagmur Gizem Cinar|Éric Gaussier
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Mitigating Popularity Bias for Users and Items with Fairness-centric Adaptive Recommendation.
Zhongzhou Liu|Yuan Fang|Min Wu
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Decentralized Collaborative Learning Framework for Next POI Recommendation.
Jing Long|Tong Chen|Quoc Viet Hung Nguyen|Hongzhi Yin
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Improving Transformer-based Sequential Recommenders through Preference Editing.
Muyang Ma|Pengjie Ren|Zhumin Chen|Zhaochun Ren|Huasheng Liang|Jun Ma|Maarten de Rijke
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Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks.
Thanh Toan Nguyen|Nguyen Duc Khang Quach|Thanh Tam Nguyen|Thanh Trung Huynh|Viet Hung Vu|Phi Le Nguyen|Jun Jo|Quoc Viet Hung Nguyen
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Doubly Robust Estimation for Correcting Position Bias in Click Feedback for Unbiased Learning to Rank.
Harrie Oosterhuis
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Understanding Relevance Judgments in Legal Case Retrieval.
Yunqiu Shao|Yueyue Wu|Yiqun Liu|Jiaxin Mao|Shaoping Ma
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RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction.
Yanyan Shen|Lifan Zhao|Weiyu Cheng|Zibin Zhang|Wenwen Zhou|Kangyi Lin
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A Survey on the Fairness of Recommender Systems.
Yifan Wang|Weizhi Ma|Min Zhang|Yiqun Liu|Shaoping Ma
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Achieving Human Parity on Visual Question Answering.
Ming Yan|Haiyang Xu|Chenliang Li|Junfeng Tian|Bin Bi|Wei Wang|Xianzhe Xu|Ji Zhang|Songfang Huang|Fei Huang|Luo Si|Rong Jin
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Towards Robust Neural Graph Collaborative Filtering via Structure Denoising and Embedding Perturbation.
Haibo Ye|Xinjie Li|Yuan Yao|Hanghang Tong
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Trustworthy Recommendation and Search: Introduction to the Special Issue - Part 1.
Hongzhi Yin|Yizhou Sun|Guandong Xu|Evangelos Kanoulas
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Revisiting Graph-based Recommender Systems from the Perspective of Variational Auto-Encoder.
Yi Zhang|Yiwen Zhang|Dengcheng Yan|Shuiguang Deng|Yun Yang
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Modeling User Reviews through Bayesian Graph Attention Networks for Recommendation.
Yu Zhao|Qiang Xu|Ying Zou|Wei Li

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2023 Volume 41 Issue 4

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A Consistent Dual-MRC Framework for Emotion-cause Pair Extraction.
Zifeng Cheng|Zhiwei Jiang|Yafeng Yin|Cong Wang|Shiping Ge|Qing Gu
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Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing.
Jiajun Cui|Zeyuan Chen|Aimin Zhou|Jianyong Wang|Wei Zhang
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Evaluating the Robustness of Click Models to Policy Distributional Shift.
Romain Deffayet|Jean-Michel Renders|Maarten de Rijke
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TSSuBERT: How to Sum Up Multiple Years of Reading in a Few Tweets.
Alexis Dusart|Karen Pinel-Sauvagnat|Gilles Hubert
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Learning Multi-turn Response Selection in Grounded Dialogues with Reinforced Knowledge and Context Distillation.
Jiazhan Feng|Chongyang Tao|Xueliang Zhao|Dongyan Zhao
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Disentangled Representations Learning for Multi-target Cross-domain Recommendation.
Xiaobo Guo|Shaoshuai Li|Naicheng Guo|Jiangxia Cao|Xiaolei Liu|Qiongxu Ma|Runsheng Gan|Yunan Zhao
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An Efficient and Robust Semantic Hashing Framework for Similar Text Search.
Liyang He|Zhenya Huang|Enhong Chen|Qi Liu|Shiwei Tong|Hao Wang|Defu Lian|Shijin Wang
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Extractive Explanations for Interpretable Text Ranking.
Jurek Leonhardt|Koustav Rudra|Avishek Anand
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A Next Basket Recommendation Reality Check.
Ming Li|Sami Jullien|Mozhdeh Ariannezhad|Maarten de Rijke
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A Dense Representation Framework for Lexical and Semantic Matching.
Sheng-Chieh Lin|Jimmy Lin
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Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset.
Dugang Liu|Pengxiang Cheng|Zinan Lin|Xiaolian Zhang|Zhenhua Dong|Rui Zhang|Xiuqiang He|Weike Pan|Zhong Ming
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Personalized Prompt Learning for Explainable Recommendation.
Lei Li|Yongfeng Zhang|Li Chen
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Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement.
Qiming Li|Zhao Zhang|Fuzhen Zhuang|Yongjun Xu|Chao Li
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Efficient Document-at-a-time and Score-at-a-time Query Evaluation for Learned Sparse Representations.
Joel Mackenzie|Andrew Trotman|Jimmy Lin
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Recognize News Transition from Collective Behavior for News Recommendation.
Qing Meng|Hui Yan|Bo Liu|Xiangguo Sun|Mingrui Hu|Jiuxin Cao
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Learning to Retrieve User Behaviors for Click-through Rate Estimation.
Jiarui Qin|Weinan Zhang|Rong Su|Zhirong Liu|Weiwen Liu|Guangpeng Zhao|Hao Li|Ruiming Tang|Xiuqiang He|Yong Yu
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Enhancing Recommendation with Search Data in a Causal Learning Manner.
Zihua Si|Zhongxiang Sun|Xiao Zhang|Jun Xu|Yang Song|Xiaoxue Zang|Ji-Rong Wen
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Examining User Heterogeneity in Digital Experiments.
Sriram Somanchi|Ahmed Abbasi|Ken Kelley|David G. Dobolyi|Ted Tao Yuan
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Quotation Recommendation for Multi-party Online Conversations Based on Semantic and Topic Fusion.
Lingzhi Wang|Xingshan Zeng|Kam-Fai Wong
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PRADA: Practical Black-box Adversarial Attacks against Neural Ranking Models.
Chen Wu|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke|Yixing Fan|Xueqi Cheng
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Efficient On-Device Session-Based Recommendation.
Xin Xia|Junliang Yu|Qinyong Wang|Chaoqun Yang|Nguyen Quoc Viet Hung|Hongzhi Yin
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TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation.
Ronghui Xu|Meng Chen|Yongshun Gong|Yang Liu|Xiaohui Yu|Liqiang Nie
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Learning Dual-view User Representations for Enhanced Sequential Recommendation.
Lyuxin Xue|Deqing Yang|Shuoyao Zhai|Yuxin Li|Yanghua Xiao
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On the Vulnerability of Graph Learning-based Collaborative Filtering.
Senrong Xu|Liangyue Li|Zenan Li|Yuan Yao|Feng Xu|Zulong Chen|Quan Lu|Hanghang Tong
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Debiased Recommendation with User Feature Balancing.
Mengyue Yang|Guohao Cai|Furui Liu|Jiarui Jin|Zhenhua Dong|Xiuqiang He|Jianye Hao|Weiqi Shao|Jun Wang|Xu Chen
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Ontology-aware Prescription Recommendation in Treatment Pathways Using Multi-evidence Healthcare Data.
Zijun Yao|Bin Liu|Fei Wang|Daby Sow|Ying Li
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Trustworthy Recommendation and Search: Introduction to the Special Section - Part 2.
Hongzhi Yin|Yizhou Sun|Guandong Xu|Evangelos Kanoulas
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Multi-auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation.
Jing Yi|Xubin Ren|Zhenzhong Chen
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Contrastive Learning for Legal Judgment Prediction.
Han Zhang|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
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Multi-level Attention-based Domain Disentanglement for BCDR.
Xinyue Zhang|Jingjing Li|Hongzu Su|Lei Zhu|Heng Tao Shen
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LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization.
Honglei Zhang|Fangyuan Luo|Jun Wu|Xiangnan He|Yidong Li
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AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing.
Yan Zhao|Liwei Deng|Kai Zheng
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AutoML for Deep Recommender Systems: A Survey.
Ruiqi Zheng|Liang Qu|Bin Cui|Yuhui Shi|Hongzhi Yin
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Explainable Hyperbolic Temporal Point Process for User-Item Interaction Sequence Generation.
Yuchen Zhou|Yanan Cao|Yanmin Shang|Chuan Zhou|Shirui Pan|Zheng Lin|Qian Li
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Enhancing Multi-View Smoothness for Sequential Recommendation Models.
Kun Zhou|Hui Wang|Ji-Rong Wen|Wayne Xin Zhao