sigir2020.md

SIGIR2020 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation	Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, YongDong Zhang, Meng Wang				code	746
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT	Omar Khattab, Matei Zaharia				code	199
Global Context Enhanced Graph Neural Networks for Session-based Recommendation	Ziyang Wang, Wei Wei, Gao Cong, XiaoLi Li, Xianling Mao, Minghui Qiu				code	159
Disentangled Graph Collaborative Filtering	Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, TatSeng Chua				code	143
Multi-behavior Recommendation with Graph Convolutional Networks	Bowen Jin, Chen Gao, Xiangnan He, Depeng Jin, Yong Li				code	109
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation	Feng Yu, Yanqiao Zhu, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan				code	82
Next-item Recommendation with Sequential Hypergraphs	Jianling Wang, Kaize Ding, Liangjie Hong, Huan Liu, James Caverlee				code	81
CKAN: Collaborative Knowledge-aware Attentive Network for Recommender Systems	Ze Wang, Guangyan Lin, Huobin Tan, Qinghong Chen, Xiyang Liu				code	78
Controlling Fairness and Bias in Dynamic Learning-to-Rank	Marco Morik, Ashudeep Singh, Jessica Hong, Thorsten Joachims				code	70
Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection	Zhiwei Liu, Yingtong Dou, Philip S. Yu, Yutong Deng, Hao Peng				code	63
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				code	60
Streaming Graph Neural Networks	Yao Ma, Ziyi Guo, Zhaochun Ren, Jiliang Tang, Dawei Yin				code	56
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				code	55
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval	Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, TatSeng Chua				code	54
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				code	52
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				code	52
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				code	52
Make It a Chorus: Knowledge- and Time-aware Item Modeling for Sequential Recommendation	Chenyang Wang, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma				code	50
HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation	Shanshan Feng, Lucas Vinh Tran, Gao Cong, Lisi Chen, Jing Li, Fan Li				code	48
A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data	Dugang Liu, Pengxiang Cheng, Zhenhua Dong, Xiuqiang He, Weike Pan, Zhong Ming				code	48
Neural Interactive Collaborative Filtering	Lixin Zou, Long Xia, Yulong Gu, Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang, Dawei Yin				code	48
Self-Supervised Reinforcement Learning for Recommender Systems	Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose				code	48
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation	Wenjing Meng, Deqing Yang, Yanghua Xiao				code	45
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network	Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun				code	45
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation	Fajie Yuan, Xiangnan He, Alexandros Karatzoglou, Liguang Zhang				code	44
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation	Pengfei Wang, Yu Fan, Long Xia, Wayne Xin Zhao, Shaozhang Niu, Jimmy X. Huang				code	44
Understanding Echo Chambers in E-commerce Recommender Systems	Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang				code	44
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				code	42
Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs	Kangzhi Zhao, Xiting Wang, Yuren Zhang, Li Zhao, Zheng Liu, Chunxiao Xing, Xing Xie				code	42
Neighbor Interaction Aware Graph Convolution Networks for Recommendation	Jianing Sun, Yingxue Zhang, Wei Guo, Huifeng Guo, Ruiming Tang, Xiuqiang He, Chen Ma, Mark Coates				code	41
Bundle Recommendation with Graph Convolutional Networks	Jianxin Chang, Chen Gao, Xiangnan He, Depeng Jin, Yong Li				code	40
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				code	39
Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval	Song Liu, Shengsheng Qian, Yang Guan, Jiawei Zhan, Long Ying				code	39
A Heterogeneous Graph Neural Model for Cold-start Recommendation	Siwei Liu, Iadh Ounis, Craig Macdonald, Zaiqiao Meng				code	39
Measuring and Mitigating Item Under-Recommendation Bias in Personalized Ranking Systems	Ziwei Zhu, Jianling Wang, James Caverlee				code	37
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				code	37
Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation	Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma				code	36
Query Resolution for Conversational Search with Limited Supervision	Nikos Voskarides, Dan Li, Pengjie Ren, Evangelos Kanoulas, Maarten de Rijke				code	34
Sequential Recommendation with Self-Attentive Multi-Adversarial Network	Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, JiRong Wen				code	34
Try This Instead: Personalized and Interpretable Substitute Recommendation	Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang				code	34
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation	Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, TatSeng Chua				code	33
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach	Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang				code	33
Modeling Personalized Item Frequency Information for Next-basket Recommendation	Haoji Hu, Xiangnan He, Jinyang Gao, ZhiLi Zhang				code	32
Towards Question-based Recommender Systems	Jie Zou, Yifan Chen, Evangelos Kanoulas				code	32
GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation	Ruihong Qiu, Hongzhi Yin, Zi Huang, Tong Chen				code	31
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations	Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder				code	31
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				code	31
Context-Aware Term Weighting For First Stage Passage Retrieval	Zhuyun Dai, Jamie Callan				code	30
SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval	Liang Pang, Jun Xu, Qingyao Ai, Yanyan Lan, Xueqi Cheng, Jirong Wen				code	29
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network	Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo				code	29
Open-Retrieval Conversational Question Answering	Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer				code	28
Expansion via Prediction of Importance with Contextualization	Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder				code	28
Time Matters: Sequential Recommendation with Complex Temporal Information	Wenwen Ye, Shuaiqiang Wang, Xu Chen, Xuepeng Wang, Zheng Qin, Dawei Yin				code	27
Few-Shot Generative Conversational Query Rewriting	Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu				code	27
User Behavior Retrieval for Click-Through Rate Prediction	Jiarui Qin, Weinan Zhang, Xin Wu, Jiarui Jin, Yuchen Fang, Yong Yu				code	26
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search	Helia Hashemi, Hamed Zamani, W. Bruce Croft				code	26
How to Retrain Recommender System?: A Sequential Meta-Learning Method	Yang Zhang, Fuli Feng, Chenxu Wang, Xiangnan He, Meng Wang, Yan Li, Yongdong Zhang				code	26
Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments	Dawei Cheng, Fangzhou Yang, Xiaoyang Wang, Ying Zhang, Liqing Zhang				code	26
GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation	Aravind Sankar, Yanhong Wu, Yuhang Wu, Wei Zhang, Hao Yang, Hari Sundaram				code	25
Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances	Weinan Zhang, Xiangyu Zhao, Li Zhao, Dawei Yin, Grace Hui Yang, Alex Beutel				code	25
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback	Yuta Saito				code	25
How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models	Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra				code	24
Policy-Aware Unbiased Learning to Rank for Top-k Rankings	Harrie Oosterhuis, Maarten de Rijke				code	24
Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations	Krisztian Balog, Filip Radlinski				code	24
Degree-Aware Alignment for Entities in Tail	Weixin Zeng, Xiang Zhao, Wei Wang, Jiuyang Tang, Zhen Tan				code	24
Automated Embedding Size Search in Deep Recommender Systems	Haochen Liu, Xiangyu Zhao, Chong Wang, Xiaobing Liu, Jiliang Tang				code	23
AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems	DongKyu Chae, Jihoo Kim, Duen Horng Chau, SangWook Kim				code	23
Do Neural Ranking Models Intensify Gender Bias?	Navid Rekabsaz, Markus Schedl				code	23
Online Collective Matrix Factorization Hashing for Large-Scale Cross-Media Retrieval	Di Wang, Quan Wang, Yaqiang An, Xinbo Gao, Yumin Tian				code	22
Rethinking Item Importance in Session-based Recommendation	Zhiqiang Pan, Fei Cai, Yanxiang Ling, Maarten de Rijke				code	22
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				code	22
Local Self-Attention over Long Text for Efficient Document Retrieval	Sebastian Hofstätter, Hamed Zamani, Bhaskar Mitra, Nick Craswell, Allan Hanbury				code	22
REL: An Entity Linker Standing on the Shoulders of Giants	Johannes M. van Hulst, Faegheh Hasibi, Koen Dercksen, Krisztian Balog, Arjen P. de Vries				code	22
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				code	21
A Generic Network Compression Framework for Sequential Recommender Systems	Yang Sun, Fajie Yuan, Min Yang, Guoao Wei, Zhou Zhao, Duo Liu				code	21
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				code	21
Table Search Using a Deep Contextualized Language Model	Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison				code	21
How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements	Noveen Sachdeva, Julian J. McAuley				code	21
Meta Matrix Factorization for Federated Rating Predictions	Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Dongxiao Yu, Jun Ma, Maarten de Rijke, Xiuzhen Cheng				code	21
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching	Zixuan Yuan, Hao Liu, Yanchi Liu, Denghui Zhang, Fei Yi, Nengjun Zhu, Hui Xiong				code	20
Conversational Recommendation: Formulation, Methods, and Evaluation	Wenqiang Lei, Xiangnan He, Maarten de Rijke, TatSeng Chua				code	19
Investigating Reference Dependence Effects on User Search Interaction and Satisfaction: A Behavioral Economics Perspective	Jiqun Liu, Fangyuan Han				code	19
Deep Critiquing for VAE-based Recommender Systems	Kai Luo, Hojin Yang, Ga Wu, Scott Sanner				code	19
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				code	19
Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification	Bingbing Xu, Junjie Huang, Liang Hou, Huawei Shen, Jinhua Gao, Xueqi Cheng				code	19
Transfer Learning via Contextual Invariants for One-to-Many Cross-Domain Recommendation	Adit Krishnan, Mahashweta Das, Mangesh Bendre, Hao Yang, Hari Sundaram				code	17
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation	Yufei Feng, Binbin Hu, Fuyu Lv, Qingwen Liu, Zhiqiang Zhang, Wenwu Ou				code	17
Web of Scholars: A Scholar Knowledge Graph	Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia				code	17
GAME: Learning Graphical and Attentive Multi-view Embeddings for Occasional Group Recommendation	Zhixiang He, ChiYin Chow, JiaDong Zhang				code	16
Encoding History with Context-aware Representation Learning for Personalized Search	Yujia Zhou, Zhicheng Dou, JiRong Wen				code	16
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				code	16
A Reinforcement Learning Framework for Relevance Feedback	Ali Montazeralghaem, Hamed Zamani, James Allan				code	16
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				code	16
Query Reformulation in E-Commerce Search	Sharon Hirsch, Ido Guy, Alexander Nus, Arnon Dagan, Oren Kurland				code	15
An Intent-guided Collaborative Machine for Session-based Recommendation	Zhiqiang Pan, Fei Cai, Yanxiang Ling, Maarten de Rijke				code	15
Sentiment-guided Sequential Recommendation	Lin Zheng, Naicheng Guo, Weihao Chen, Jin Yu, Dazhi Jiang				code	15
Reinforcement Learning based Recommendation with Graph Convolutional Q-network	Yu Lei, Hongbin Pei, Hanqi Yan, Wenjie Li				code	15
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss	Hou Pong Chan, Wang Chen, Irwin King				code	15
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				code	15
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				code	14
Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction	Weinan Xu, Hengxu He, Minshi Tan, Yunming Li, Jun Lang, Dongbai Guo				code	14
Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank	Ali Vardasbi, Maarten de Rijke, Ilya Markov				code	14
ASiNE: Adversarial Signed Network Embedding	YeonChang Lee, Nayoun Seo, Kyungsik Han, SangWook Kim				code	14
DPLCF: Differentially Private Local Collaborative Filtering	Chen Gao, Chao Huang, Dongsheng Lin, Depeng Jin, Yong Li				code	14
CAsT-19: A Dataset for Conversational Information Seeking	Jeffrey Dalton, Chenyan Xiong, Vaibhav Kumar, Jamie Callan				code	14
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				code	14
Macaw: An Extensible Conversational Information Seeking Platform	Hamed Zamani, Nick Craswell				code	14
Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics	Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma				code	14
Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme	Xue Dong, Jianlong Wu, Xuemeng Song, Hongjun Dai, Liqiang Nie				code	14
Employing Personal Word Embeddings for Personalized Search	Jing Yao, Zhicheng Dou, JiRong Wen				code	13
Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation	Ziwei Zhu, Shahin Sefati, Parsa Saadatpanah, James Caverlee				code	13
MVIN: Learning Multiview Items for Recommendation	ChangYou Tai, MengRu Wu, YunWei Chu, ShaoYu Chu, LunWei Ku				code	13
Nonlinear Robust Discrete Hashing for Cross-Modal Retrieval	Zhan Yang, Jun Long, Lei Zhu, Wenti Huang				code	13
TFNet: Multi-Semantic Feature Interaction for CTR Prediction	Shu Wu, Feng Yu, Xueli Yu, Qiang Liu, Liang Wang, Tieniu Tan, Jie Shao, Fan Huang				code	13
BiANE: Bipartite Attributed Network Embedding	Wentao Huang, Yuchen Li, Yuan Fang, Ju Fan, Hongxia Yang				code	13
Operationalizing the Legal Principle of Data Minimization for Personalization	Asia J. Biega, Peter Potash, Hal Daumé III, Fernando Diaz, Michèle Finck				code	13
DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features	Jiongnan Liu, Zhicheng Dou, Xiaojie Wang, Shuqi Lu, JiRong Wen				code	13
Generative Attribute Manipulation Scheme for Flexible Fashion Search	Xin Yang, Xuemeng Song, Xianjing Han, Haokun Wen, Jie Nie, Liqiang Nie				code	13
Reputation (In)dependence in Ranking Systems: Demographics Influence Over Output Disparities	Guilherme Ramos, Ludovico Boratto				code	13
Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning	Wenhui Yu, Zheng Qin				code	13
Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines	Yang Liu, Xianzhuo Xia, Liang Chen, Xiangnan He, Carl Yang, Zibin Zheng				code	13
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				code	12
The Cortical Activity of Graded Relevance	Zuzana Pinkosova, William J. McGeown, Yashar Moshfeghi				code	12
MaHRL: Multi-goals Abstraction Based Deep Hierarchical Reinforcement Learning for Recommendations	Dongyang Zhao, Liang Zhang, Bo Zhang, Lizhou Zheng, Yongjun Bao, Weipeng Yan				code	12
Web Table Retrieval using Multimodal Deep Learning	Roee Shraga, Haggai Roitman, Guy Feigenblat, Mustafa Canim				code	12
Reranking for Efficient Transformer-based Answer Selection	Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti				code	12
Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems	Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Wei Emma Zhang				code	12
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models	Mengxi Wei, Yifan He, Qiong Zhang				code	12
Reinforcement Learning to Rank with Pairwise Policy Gradient	Jun Xu, Zeng Wei, Long Xia, Yanyan Lan, Dawei Yin, Xueqi Cheng, JiRong Wen				code	11
Expressions of Style in Information Seeking Conversation with an Agent	Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell				code	11
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				code	11
Sequential-based Adversarial Optimisation for Personalised Top-N Item Recommendation	Jarana Manotumruksa, Emine Yilmaz				code	10
A Transformer-based Embedding Model for Personalized Product Search	Keping Bi, Qingyao Ai, W. Bruce Croft				code	10
Learning Personalized Risk Preferences for Recommendation	Yingqiang Ge, Shuyuan Xu, Shuchang Liu, Zuohui Fu, Fei Sun, Yongfeng Zhang				code	10
Cascade or Recency: Constructing Better Evaluation Metrics for Session Search	Fan Zhang, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Min Zhang, Shaoping Ma				code	10
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling	Wenxuan Zhang, Yang Deng, Wai Lam				code	10
Convolutional Embedding for Edit Distance	Xinyan Dai, Xiao Yan, Kaiwen Zhou, Yuxuan Wang, Han Yang, James Cheng				code	10
Feature Transformation for Neural Ranking Models	Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Marc Najork				code	10
An Analysis of BERT in Document Ranking	Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma				code	10
Training Effective Neural CLIR by Bridging the Translation Gap	Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan				code	10
Deep Job Understanding at LinkedIn	Shan Li, Baoxu Shi, Jaewon Yang, Ji Yan, Shuai Wang, Fei Chen, Qi He				code	10
Network On Network for Tabular Data Classification in Real-world Applications	Yuanfei Luo, Hao Zhou, WeiWei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang				code	10
Identifying Tasks from Mobile App Usage Patterns	Yuan Tian, Ke Zhou, Mounia Lalmas, Dan Pelleg				code	10
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation	Le Wu, Yonghui Yang, Lei Chen, Defu Lian, Richang Hong, Meng Wang				code	9
Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation	Junyu Lu, Xiancong Ren, Yazhou Ren, Ao Liu, Zenglin Xu				code	9
Recent Advances in Conversational Information Retrieval	Jianfeng Gao, Chenyan Xiong, Paul Bennett				code	9
Influence Function for Unbiased Recommendation	Jiangxing Yu, Hong Zhu, ChihYao Chang, Xinhua Feng, BoWen Yuan, Xiuqiang He, Zhenhua Dong				code	9
Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs	Lu Gan, Diana Nurbakova, Léa Laporte, Sylvie Calabretto				code	9
Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval	Xing Xu, Kaiyi Lin, Huimin Lu, Lianli Gao, Heng Tao Shen				code	9
Dual Sequential Network for Temporal Sets Prediction	Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv				code	9
Response Quality in Human-Chatbot Collaborative Systems	Jiepu Jiang, Naman Ahuja				code	9
Video Recommendation with Multi-gate Mixture of Experts Soft Actor Critic	Dingcheng Li, Xu Li, Jun Wang, Ping Li				code	9
A Study of Neural Matching Models for Cross-lingual IR	Puxuan Yu, James Allan				code	9
MVL: Multi-View Learning for News Recommendation	T. Y. S. S. Santosh, Avirup Saha, Niloy Ganguly				code	9
Unsupervised Semantic Hashing with Pairwise Reconstruction	Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, Christina Lioma				code	9
Humor Detection in Product Question Answering Systems	Yftah Ziser, Elad Kravi, David Carmel				code	9
How to Measure the Reproducibility of System-oriented IR Experiments	Timo Breuer, Nicola Ferro, Norbert Fuhr, Maria Maistro, Tetsuya Sakai, Philipp Schaer, Ian Soboroff				code	9
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding	Ping Nie, Yuyu Zhang, Xiubo Geng, Arun Ramamurthy, Le Song, Daxin Jiang				code	9
Extractive Snippet Generation for Arguments	Milad Alshomary, Nick Düsterhus, Henning Wachsmuth				code	9
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				code	8
Knowledge Enhanced Personalized Search	Shuqi Lu, Zhicheng Dou, Chenyan Xiong, Xiaojie Wang, JiRong Wen				code	8
Recipe Retrieval with Visual Query of Ingredients	YenChieh Lien, Hamed Zamani, W. Bruce Croft				code	8
Topic Propagation in Conversational Search	Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Ophir Frieder				code	8
Sampling Bias Due to Near-Duplicates in Learning to Rank	Maik Fröbe, Janek Bevendorff, Jan Heinrich Reimer, Martin Potthast, Matthias Hagen				code	8
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				code	8
Content-aware Neural Hashing for Cold-start Recommendation	Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, Christina Lioma				code	8
Contextual Re-Ranking with Behavior Aware Transformers	Chen Qu, Chenyan Xiong, Yizhe Zhang, Corby Rosset, W. Bruce Croft, Paul N. Bennett				code	8
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach	Kelong Mao, Xi Xiao, Jieming Zhu, Biao Lu, Ruiming Tang, Xiuqiang He				code	8
A Re-visit of the Popularity Baseline in Recommender Systems	Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li				code	8
MarkedBERT: Integrating Traditional IR Cues in Pre-trained Language Models for Passage Retrieval	Lila Boualili, José G. Moreno, Mohand Boughanem				code	8
Good Evaluation Measures based on Document Preferences	Tetsuya Sakai, Zhaohao Zeng				code	8
Neural Mathematical Solver with Enhanced Formula Structure	Zhenya Huang, Qi Liu, Weibo Gao, Jinze Wu, Yu Yin, Hao Wang, Enhong Chen				code	8
BRENDA: Browser Extension for Fake News Detection	Bjarte Botnevik, Eirik Sakariassen, Vinay Setty				code	8
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				code	8
Relevance Models for Multi-Contextual Appropriateness in Point-of-Interest Recommendation	Anirban Chakraborty, Debasis Ganguly, Owen Conlan				code	7
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				code	7
Efficiency Implications of Term Weighting for Passage Retrieval	Joel M. Mackenzie, Zhuyun Dai, Luke Gallagher, Jamie Callan				code	7
Studying Ransomware Attacks Using Web Search Logs	Chetan Bansal, Pantazis Deligiannis, Chandra Shekhar Maddila, Nikitha Rao				code	7
On Understanding Data Worker Interaction Behaviors	Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq				code	7
Learning with Weak Supervision for Email Intent Detection	Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais				code	7
Joint Aspect-Sentiment Analysis with Minimal User Guidance	Honglei Zhuang, Fang Guo, Chao Zhang, Liyuan Liu, Jiawei Han				code	7
Learning Efficient Representations of Mouse Movements to Predict User Attention	Ioannis Arapakis, Luis A. Leiva				code	7
Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case Document Similarity	Paheli Bhattacharya, Kripabandhu Ghosh, Arindam Pal, Saptarshi Ghosh				code	7
Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation	Jianming Zheng, Fei Cai, Honghui Chen				code	7
Minimally Supervised Categorization of Text with Metadata	Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han				code	7
Leveraging Transitions of Emotions for Sarcasm Detection	Ameeta Agrawal, Aijun An, Manos Papagelis				code	7
Towards Differentially Private Text Representations	Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao				code	7
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				code	7
GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation	Wentian Bao, Hong Wen, Sha Li, XiaoYang Liu, Quan Lin, Keping Yang				code	6
Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates	Zheng Liu, Jianxun Lian, Junhan Yang, Defu Lian, Xing Xie				code	6
Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks	Antti Ukkonen, Pyry Joona, Tuukka Ruotsalo				code	6
Accelerated Convergence for Counterfactual Learning to Rank	Rolf Jagerman, Maarten de Rijke				code	6
Nonintrusive-Sensing and Reinforcement-Learning Based Adaptive Personalized Music Recommendation	Daocheng Hong, Yang Li, Qiwen Dong				code	6
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				code	6
Pairwise View Weighted Graph Network for View-based 3D Model Retrieval	Zan Gao, YinMing Li, Weili Guan, Weizhi Nie, Zhiyong Cheng, Anan Liu				code	6
Joint Training Capsule Network for Cold Start Recommendation	Tingting Liang, Congying Xia, Yuyu Yin, Philip S. Yu				code	6
Large-scale Image Retrieval with Sparse Binary Projections	Changyi Ma, Chonglin Gu, Wenye Li, Shuguang Cui				code	6
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback	Carlos Gemmell, Federico Rossetto, Jeffrey Dalton				code	6
Using Exploration to Alleviate Closed Loop Effects in Recommender Systems	Amir Hossein Jadidinejad, Craig Macdonald, Iadh Ounis				code	6
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				code	6
Choppy: Cut Transformer for Ranked List Truncation	Dara Bahri, Yi Tay, Che Zheng, Donald Metzler, Andrew Tomkins				code	6
Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization	Yang Deng, Wenxuan Zhang, Yaliang Li, Min Yang, Wai Lam, Ying Shen				code	6
Product Bundle Identification using Semi-Supervised Learning	Hen Tzaban, Ido Guy, Asnat GreensteinMessica, Arnon Dagan, Lior Rokach, Bracha Shapira				code	6
Social Media User Geolocation via Hybrid Attention	Cheng Zheng, JyunYu Jiang, Yichao Zhou, Sean D. Young, Wei Wang				code	6
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				code	6
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				code	6
MetaGen: An academic Meta-review Generation system	Chaitanya Bhatia, Tribikram Pradhan, Sukomal Pal				code	6
Copula Guided Neural Topic Modelling for Short Texts	Lihui Lin, Hongyu Jiang, Yanghui Rao				code	6
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning	Jianfeng Liu, Feiyang Pan, Ling Luo				code	6
MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction	Zhi Qiao, Zhen Zhang, Xian Wu, Shen Ge, Wei Fan				code	6
JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search	Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein				code	5
Personalized Query Suggestions	Jianling Zhong, Weiwei Guo, Huiji Gao, Bo Long				code	5
Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior	Yongzhen Wang, Jian Wang, Heng Huang, Hongsong Li, Xiaozhong Liu				code	5
Training Curricula for Open Domain Answer Re-Ranking	Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder				code	5
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				code	5
Session-based Recommendation with Hierarchical Leaping Networks	Cheng Guo, Mengfei Zhang, Jinyun Fang, Jiaqi Jin, Mao Pan				code	5
What Makes a Top-Performing Precision Medicine Search Engine?: Tracing Main System Features in a Systematic Way	Erik Faessler, Michel Oleynik, Udo Hahn				code	5
Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval	Omar Khattab, Mohammad Hammoud, Tamer Elsayed				code	5
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval	Limin Chen, Zhiwen Tang, Grace Hui Yang				code	5
Multi-Modal Summary Generation using Multi-Objective Optimization	Anubhav Jangra, Sriparna Saha, Adam Jatowt, Mohammad Hasanuzzaman				code	5
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention	Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao				code	5
Systematic Review Automation Tools for End-to-End Query Formulation	Hang Li, Harrisen Scells, Guido Zuccon				code	5
Domain-Adaptive Neural Automated Essay Scoring	Yue Cao, Hanqi Jin, Xiaojun Wan, Zhiwei Yu				code	5
Domain Adaptation with Reconstruction for Disaster Tweet Classification	Xukun Li, Doina Caragea				code	5
A Counterfactual Framework for Seller-Side A/B Testing on Marketplaces	Viet HaThuc, Avishek Dutta, Ren Mao, Matthew Wood, Yunli Liu				code	5
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				code	5
Using Phoneme Representations to Build Predictive Models Robust to ASR Errors	Anjie Fang, Simone Filice, Nut Limsopatham, Oleg Rokhlenko				code	5
What If Bots Feel Moods?	Lisong Qiu, Yingwai Shiu, Pingping Lin, Ruihua Song, Yue Liu, Dongyan Zhao, Rui Yan				code	5
An Analysis of Mixed Initiative and Collaboration in Information-Seeking Dialogues	Svitlana Vakulenko, Evangelos Kanoulas, Maarten de Rijke				code	5
Summarizing and Exploring Tabular Data in Conversational Search	Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan				code	4
A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval	Yongyu Jiang, Peng Zhang, Hui Gao, Dawei Song				code	4
MRIF: Multi-resolution Interest Fusion for Recommendation	Shihao Li, Dekun Yang, Bufeng Zhang				code	4
User-Inspired Posterior Network for Recommendation Reason Generation	Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin				code	4
Distilling Knowledge for Fast Retrieval-based Chat-bots	Amir Vakili Tahami, Kamyar Ghajar, Azadeh Shakery				code	4
Ranking-Incentivized Quality Preserving Content Modification	Gregory Goren, Oren Kurland, Moshe Tennenholtz, Fiana Raiber				code	4
Agreement and Disagreement between True and False-Positive Metrics in Recommender Systems Evaluation	Elisa MenaMaldonado, Rocío Cañamares, Pablo Castells, Yongli Ren, Mark Sanderson				code	4
Learning Discriminative Joint Embeddings for Efficient Face and Voice Association	Rui Wang, Xin Liu, Yiuming Cheung, Kai Cheng, Nannan Wang, Wentao Fan				code	4
Efficient and Effective Query Auto-Completion	Simon Gog, Giulio Ermanno Pibiri, Rossano Venturini				code	4
Tutorial on Task-Based Search and Assistance	Chirag Shah, Ryen W. White				code	4
Differentially Private Knowledge Distillation for Mobile Analytics	Lingjuan Lyu, ChiHua Chen				code	4
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				code	4
High-Precision Extraction of Emerging Concepts from Scientific Literature	Daniel King, Doug Downey, Daniel S. Weld				code	4
Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization	Carl Yang, Jieyu Zhang, Haonan Wang, Bangzheng Li, Jiawei Han				code	4
Dynamic Link Prediction by Integrating Node Vector Evolution and Local Neighborhood Representation	Xiaorong Hao, Tao Lian, Li Wang				code	4
Residual-Duet Network with Tree Dependency Representation for Chinese Question-Answering Sentiment Analysis	Guangyi Hu, Chongyang Shi, Shufeng Hao, Yu Bai				code	4
Detecting Concept Drift In Medical Triage	Hamish Huggard, Yun Sing Koh, Gillian Dobbie, Edmond Zhang				code	4
Active Learning Stopping Strategies for Technology-Assisted Sensitivity Review	Graham McDonald, Craig Macdonald, Iadh Ounis				code	4
On the Reliability of Test Collections for Evaluating Systems of Different Types	Emine Yilmaz, Nick Craswell, Bhaskar Mitra, Daniel Campos				code	4
WIRE: An Automated Report Generation System using Topical and Temporal Summarization	Yunseok Noh, Yongmin Shin, Junmo Park, A.Yeong Kim, SuJeong Choi, HyunJe Song, SeongBae Park, SeYoung Park				code	4
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation	Tobias Schnabel, Saleema Amershi, Paul N. Bennett, Peter Bailey, Thorsten Joachims				code	3
Query Classification with Multi-objective Backoff Optimization	Hang Yu, Lester Litchfield				code	3
How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace	Liang Wu, Mihajlo Grbovic				code	3
JIT2R: A Joint Framework for Item Tagging and Tag-based Recommendation	Xu Chen, Changying Du, Xiuqiang He, Jun Wang				code	3
Investigating Reading Behavior in Fine-grained Relevance Judgment	Zhijing Wu, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma				code	3
Proof by Experimentation? Towards Better IR Research	Norbert Fuhr				code	3
Preference-based Evaluation Metrics for Web Image Search	Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Haitian Chen, Min Zhang, Shaoping Ma				code	3
Efficient Graph Query Processing over Geo-Distributed Datacenters	Ye Yuan, Delong Ma, Zhenyu Wen, Yuliang Ma, Guoren Wang, Lei Chen				code	3
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				code	3
Learning Colour Representations of Search Queries	Paridhi Maheshwari, Manoj Ghuhan, Vishwa Vinay				code	3
Search Result Explanations Improve Efficiency and Trust	Jerome Ramos, Carsten Eickhoff				code	3
A Test Collection for Relevance and Sensitivity	Mahmoud F. Sayed, William Cox, Jonah Lynn Rivera, Caitlin ChristianLamb, Modassir Iqbal, Douglas W. Oard, Katie Shilton				code	3
Immersive Search: Using Virtual Reality to Examine How a Third Dimension Impacts the Searching Process	Austin R. Ward, Robert G. Capra				code	3
Neural Unified Review Recommendation with Cross Attention	Hongtao Liu, Wenjun Wang, Hongyan Xu, Qiyao Peng, Pengfei Jiao				code	3
Dual Learning Algorithm for Delayed Conversions	Yuta Saito, Gota Morishita, Shota Yasui				code	3
A Multilingual Approach for Unsupervised Search Task Identification	Luis Lugo, José G. Moreno, Gilles Hubert				code	3
CrossBERT: A Triplet Neural Architecture for Ranking Entity Properties	Jarana Manotumruksa, Jeff Dalton, Edgar Meij, Emine Yilmaz				code	3
Multi-grouping Robust Fair Ranking	Thibaut Thonet, JeanMichel Renders				code	3
Towards Legal Case Retrieval	Yunqiu Shao				code	3
Biomedical Information Retrieval incorporating Knowledge Graph for Explainable Precision Medicine	Zuoxi Yang				code	3
Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference	Min Yang, Ying Shen, Xiaojun Chen, Chengming Li				code	3
Bayesian Inferential Risk Evaluation On Multiple IR Systems	Rodger Benham, Ben Carterette, J. Shane Culpepper, Alistair Moffat				code	3
Learning to Ask Screening Questions for Job Postings	Baoxu Shi, Shan Li, Jaewon Yang, Mustafa Emre Kazdagli, Qi He				code	3
Regional Relation Modeling for Visual Place Recognition	Yingying Zhu, Biao Li, Jiong Wang, Zhou Zhao				code	3
Automatic Generation of Topic Labels	Areej Alokaili, Nikolaos Aletras, Mark Stevenson				code	3
Factuality Checking in News Headlines with Eye Tracking	Christian Hansen, Casper Hansen, Jakob Grue Simonsen, Birger Larsen, Stephen Alstrup, Christina Lioma				code	3
Visual Intents vs. Clicks, Likes, and Purchases in E-commerce	Riku Togashi, Tetsuya Sakai				code	2
FigExplorer: A System for Retrieval and Exploration of Figures from Collections of Research Articles	Saar Kuzi, ChengXiang Zhai, Yin Tian, Haichuan Tang				code	2
Towards Explainable Retrieval Models for Precision Medicine Literature Search	Jiaming Qu, Jaime Arguello, Yue Wang				code	2
Query-level Early Exit for Additive Learning-to-Rank Ensembles	Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani				code	2
Segmenting Search Query Logs by Learning to Detect Search Task Boundaries	Luis Lugo, José G. Moreno, Gilles Hubert				code	2
Modeling User Behavior for Vertical Search: Images, Apps and Products	Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke				code	2
Towards Linking Camouflaged Descriptions to Implicit Products in E-commerce	Longtao Huang, Bo Yuan, Rong Zhang, Quan Lu				code	2
Re-ranking Answer Selection with Similarity Aggregation	Dong Chen, Shaoliang Peng, Kenli Li, Ying Xu, Jinling Zhang, Xiaolan Xie				code	2
The New TREC Track on Podcast Search and Summarization	Rosie Jones				code	2
Coding Electronic Health Records with Adversarial Reinforcement Path Generation	Shanshan Wang, Pengjie Ren, Zhumin Chen, Zhaochun Ren, JianYun Nie, Jun Ma, Maarten de Rijke				code	2
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				code	2
The Curious Case of IR Explainability: Explaining Document Scores within and across Ranking Models	Procheta Sen, Debasis Ganguly, Manisha Verma, Gareth J. F. Jones				code	2
Agent Dialogue: A Platform for Conversational Information Seeking Experimentation	Adam Czyzewski, Jeffrey Dalton, Anton Leuski				code	2
Conversational Question Answering over Passages by Leveraging Word Proximity Networks	Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum				code	2
APS: An Active PubMed Search System for Technology Assisted Reviews	Dan Li, Panagiotis Zafeiriadis, Evangelos Kanoulas				code	2
Efficient Image Gallery Representations at Scale Through Multi-Task Learning	Benjamin Gutelman, Pavel Levin				code	2
BIRDS - Bridging the Gap between Information Science, Information Retrieval and Data Science	Ingo Frommholz, Haiming Liu, Massimo Melucci				code	2
Enhancing Graph Neural Networks for Recommender Systems	Siwei Liu				code	2
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning	Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu				code	2
ADORE: Aspect Dependent Online REview Labeling for Review Generation	Parisa Kaghazgaran, Jianling Wang, Ruihong Huang, James Caverlee				code	2
Studying Product Competition Using Representation Learning	Fanglin Chen, Xiao Liu, Davide Proserpio, Isamar Troncoso, Feiyu Xiong				code	2
Metadata Matters in User Engagement Prediction	Xiang Chen, Saayan Mitra, Viswanathan Swaminathan				code	2
Symmetric Regularization based BERT for Pair-wise Semantic Reasoning	Weidi Xu, Xingyi Cheng, Kunlong Chen, Taifeng Wang				code	2
Learning Term Discrimination	Jibril Frej, Philippe Mulhem, Didier Schwab, JeanPierre Chevallet				code	2
Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance	Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White				code	2
Crowdsourced Text Sequence Aggregation based on Hybrid Reliability and Representation	Jiyi Li				code	2
SPot: A Tool for Identifying Operating Segments in Financial Tables	Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh				code	2
Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment	Haojie Pan, Rongqin Yang, Xin Zhou, Rui Wang, Deng Cai, Xiaozhong Liu				code	2
Legal Intelligence: Algorithmic, Data, and Social Challenges	Changlong Sun, Yating Zhang, Xiaozhong Liu, Fei Wu				code	2
Predicting Session Length for Product Search on E-commerce Platform	Shashank Gupta, Subhadeep Maji				code	1
Reciprocal Recommendation: Matching Users with the Right Users	Iván Palomares				code	1
Query by Example for Cross-Lingual Event Retrieval	Sheikh Muhammad Sarwar, James Allan				code	1
Retrieving Potential Causes from a Query Event	Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Francesca Bonin, Charles Jochim, Mandar Mitra				code	1
Training Mixed-Objective Pointing Decoders for Block-Level Optimization in Search Recommendation	Harsh Kohli				code	1
ArTest: The First Test Collection for Arabic Web Search with Relevance Rationales	Maram Hasanain, Yassmine Barkallah, Reem Suwaileh, Mücahid Kutlu, Tamer Elsayed				code	1
JASSjr: The Minimalistic BM25 Search Engine for Teaching and Learning Information Retrieval	Andrew Trotman, Kat Lilly				code	1
Incorporating User Feedback in Conversational Question Answering over Heterogeneous Web Sources	Magdalena Kaiser				code	1
Large-scale Multi-modal Search and QA at Alibaba	Rong Jin				code	1
Web-to-Voice Transfer for Product Recommendation on Voice	Rongting Zhang, Jie Yang				code	1
A Study of Methods for the Generation of Domain-Aware Word Embeddings	Dominic Seyler, ChengXiang Zhai				code	1
KLOOS: KL Divergence-based Out-of-Scope Intent Detection in Human-to-Machine Conversations	Eyup Halit Yilmaz, Cagri Toraman				code	1
Coopetition in IR Research	Ellen M. Voorhees				code	1
How Deep Learning Works for Information Retrieval	Dacheng Tao				code	1
Combining Contextualized and Non-contextualized Query Translations to Improve CLIR	Suraj Nair, Petra Galuscáková, Douglas W. Oard				code	1
Data Poisoning Attacks against Differentially Private Recommender Systems	Soumya Wadhwa, Saurabh Agrawal, Harsh Chaudhari, Deepthi Sharma, Kannan Achan				code	1
A Case Study of Multi-class Classification with Diversified Precision Recall Requirements for Query Disambiguation	Yingrui Yang, Christopher Miller, Peng Jiang, Azadeh Moghtaderi				code	1
Multi-Branch Convolutional Network for Context-Aware Recommendation	Wei Guo, Can Zhang, Huifeng Guo, Ruiming Tang, Xiuqiang He				code	1
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection	Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan				code	1
L2R²: Leveraging Ranking for Abductive Reasoning	Yunchang Zhu, Liang Pang, Yanyan Lan, Xueqi Cheng				code	1
Studying Ranking-Incentivized Web Dynamics	Ziv Vasilisky, Moshe Tennenholtz, Oren Kurland				code	1
A Lightweight Environment for Learning Experimental IR Research Practices	Zeynep Akkalyoncu Yilmaz, Charles L. A. Clarke, Jimmy Lin				code	1
Interactive Information Retrieval: Models, Algorithms, and Evaluation	ChengXiang Zhai				code	1
Explaining Recommendations in Heterogeneous Networks	Azin Ghazimatin				code	1
End-to-End Contextualized Document Indexing and Retrieval with Neural Networks	Sebastian Hofstätter				code	1
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension	Jie Cai, Zhengzhou Zhu, Ping Nie, Qian Liu				code	1
Receptor: A Platform for Exploring Latent Relations in Sensitive Documents	Hitarth Narvala, Graham McDonald, Iadh Ounis				code	1
The Next Generation of Neural Networks	Geoffrey E. Hinton				code	1
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				code	1
Leveraging Social Media for Medical Text Simplification	Nikhil Pattisapu, Nishant Prabhu, Smriti Bhati, Vasudeva Varma				code	1
3D Self-Attention for Unsupervised Video Quantization	Jingkuan Song, Ruimin Lang, Xiaosu Zhu, Xing Xu, Lianli Gao, Heng Tao Shen				code	1
Dynamic Clustering with Discrete Time Event Prediction	Karan Aggarwal, Georgios Theocharous, Anup B. Rao				code	1
Auto-annotation for Voice-enabled Entertainment Systems	Wenyan Li, Ferhan Türe				code	1
Predicting Entity Popularity to Improve Spoken Entity Recognition by Virtual Assistants	Christophe Van Gysel, Manos Tsagkias, Ernest Pusateri, Ilya Oparin				code	1
Multi-Level Multimodal Transformer Network for Multimodal Recipe Comprehension	Ao Liu, Shuai Yuan, Chenbin Zhang, Congjian Luo, Yaqing Liao, Kun Bai, Zenglin Xu				code	1
Chinese Document Classification with Bi-directional Convolutional Language Model	Bin Liu, Guosheng Yin				code	1
CapableOf Reasoning: A Step Towards Commonsense Oracle	Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao				code	1
Interactive Entity Linking Using Entity-Word Representations	PeiChi Lo, EePeng Lim				code	1
Proposal and Comparison of Health Specific Features for the Automatic Assessment of Readability	Hélder Antunes, Carla Teixeira Lopes				code	1
Fair Classification with Counterfactual Learning	Maryam Tavakol				code	1
Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR)	Benjamin Piwowarski				code	1
Question Answering over Curated and Open Web Sources	Rishiraj Saha Roy, Avishek Anand				code	1
Multi-Document Answer Generation for Non-Factoid Questions	Valeriya BaranovaBolotova				code	1
Query/Task Satisfaction and Grid-based Evaluation Metrics Under Different Image Search Intents	Kosetsu Tsukuda, Masataka Goto				code	0
Having Your Cake and Eating it Too: Training Neural Retrieval for Language Inference without Losing Lexical Match	Vikas Yadav, Steven Bethard, Mihai Surdeanu				code	0
Deep Neural Matching Models for Graph Retrieval	Kunal Goyal, Utkarsh Gupta, Abir De, Soumen Chakrabarti				code	0
Deep Natural Language Processing for Search and Recommendation	Bo Long, Jieping Ye, Zang Li, Huiji Gao, Sandeep Kumar Jha				code	0
User Modeling Towards Stateful Learning to Rank	Yanpeng Lin				code	0
Query Rewriting for Voice Shopping Null Queries	Iftah Gamzu, Marina Haikin, Nissim Halabi				code	0
Soft Kernel-based Ranking on a Statistical Manifold	Xinshi Lin, Wai Lam				code	0
Predicting Perceptual Speed from Search Behaviour	Olivia Foulds, Alessandro Suglia, Leif Azzopardi, Martin Halvey				code	0
Searching the Web for Cross-lingual Parallel Data	Ahmed ElKishky, Philipp Koehn, Holger Schwenk				code	0
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				code	0
On Presuppositions of Machine Learning: A Meta Theory	Zongben Xu				code	0
Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms	Chen Qian, Fuli Feng, Lijie Wen, Li Lin, TatSeng Chua				code	0
Evaluation of Cross Domain Text Summarization	Liam Scanlon, Shiwei Zhang, Xiuzhen Zhang, Mark Sanderson				code	0
How UMass-FSD Inadvertently Leverages Temporal Bias	Dominik Wurzer, Yumeng Qin				code	0
When the Human is in the Loop: Cost, Effort and Behavior	Lei Han				code	0
From Information to Assistance	Elizabeth F. Churchill				code	0
Attending to Inter-sentential Features in Neural Text Classification	Billy Chiu, Sunil Kumar Sahu, Neha Sengupta, Derek Thomas, Mohammady Mahdy				code	0
Evidence Weighted Tree Ensembles for Text Classification	Md. Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang				code	0
Graph Regularization for Multi-lingual Topic Models	Arnav Kumar Jain, Gundeep Arora, Rahul Agrawal				code	0
G2T: Generating Fluent Descriptions for Knowledge Graph	Yunzhou Shi, Zhiling Luo, Pengcheng Zhu, Feng Ji, Wei Zhou, Haiqing Chen, Yujiu Yang				code	0
Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention	Xiaoyan Zhao, Min Yang, Qiang Qu, Yang Sun				code	0
DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts	Markus Zlabinger, Marta Sabou, Sebastian Hofstätter, Mete Sertkan, Allan Hanbury				code	0
QuAChIE: Question Answering based Chinese Information Extraction System	Dongyu Ru, Zhenghui Wang, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu				code	0
Vis-Trec: A System for the In-depth Analysis of trec_eval Results	Mahtab Tamannaee, Negar Arabzadeh, Ebrahim Bagheri				code	0
ServiceGroup: A Human-Machine Cooperation Solution for Group Chat Customer Service	Minghui Yang, Hengbin Cui, Shaosheng Cao, Yafang Wang, Xiaolong Li				code	0
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				code	0
Language Agnostic Hate Speech Detection	Aymé Arango				code	0
Legal Data Analytics: Developing Assistive Tools for Legal Practitioners	Paheli Bhattacharya				code	0
Spatio-temporal Conditioned Language Models	Juglar Diaz				code	0
Towards Evaluating Veracity of Textual Statements on the Web	Qiang Zhang				code	0
Bridging East and West: An Integration of TCM and Western Medicine in Medical Text Mining	Runjie Zhu				code	0