Skip to content

Latest commit

 

History

History
382 lines (381 loc) · 115 KB

File metadata and controls

382 lines (381 loc) · 115 KB

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