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SIGIR 2020: all accepted papers

382 papers · page 2 of 4 · the most cited first · ← SIGIR 2020

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  1. Response Quality in Human-Chatbot Collaborative Systems ↗Jiepu Jiang, Naman Ahuja46 citations
  2. Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems ↗Yuanjiang Cao, Xiaocong Chen, Lina Yao et al.45 citations
  3. An Analysis of BERT in Document Ranking ↗Jingtao Zhan, Jiaxin Mao, Yiqun Liu et al.45 citations
  4. AutoGroup ↗斌 刘, Niannan Xue, Huifeng Guo et al.45 citations
  5. Deep Critiquing for VAE-based Recommender Systems ↗Kai Luo, Hojin Yang, Ga Wu et al.45 citations
  6. Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction ↗Weinan Xu, Hengxu He, Minshi Tan et al.44 citations
  7. Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification ↗Bingbing Xu, Junjie Huang, Liang Hou et al.44 citations
  8. Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models ↗Mengxi Wei, Yifan He, Qiong Zhang44 citations
  9. Web Table Retrieval using Multimodal Deep Learning ↗Roee Shraga, Haggai Roitman, Guy Feigenblat et al.44 citations
  10. Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation ↗Junyu Lu, Xiancong Ren, Yazhou Ren et al.43 citations
  11. BiANE ↗Wentao Huang, Yuchen Li, Yuan Fang et al.42 citations
  12. DukeNet ↗Chuan Meng, Pengjie Ren, Zhumin Chen et al.42 citations
  13. DPLCF ↗Chen Gao, Chao Huang, Dongsheng Lin et al.40 citations
  14. Reinforcement Learning based Recommendation with Graph Convolutional Q-network ↗Yu Lei, Hongbin Pei, Hanqi Yan et al.40 citations
  15. Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format ↗Jimmy Lin, Joel Mackenzie, Chris Kamphuis et al.40 citations
  16. Employing Personal Word Embeddings for Personalized Search ↗Jing Yao, Zhicheng Dou, Ji-Rong Wen39 citations
  17. Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation ↗Wen Wang, Wei Zhang, Jun Rao et al.39 citations
  18. A Reinforcement Learning Framework for Relevance Feedback ↗Ali Montazeralghaem, Hamed Zamani, James Allan37 citations
  19. A Study of Neural Matching Models for Cross-lingual IR ↗Puxuan Yu, James Allan36 citations
  20. Deep Job Understanding at LinkedIn ↗Shan Li, Baoxu Shi, Jaewon Yang et al.36 citations
  21. Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank ↗Ali Vardasbi, Maarten de Rijke, Ilya Markov35 citations
  22. Models Versus Satisfaction ↗Fan Zhang, Jiaxin Mao, Yiqun Liu et al.35 citations
  23. Reranking for Efficient Transformer-based Answer Selection ↗Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti35 citations
  24. SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression ↗Jinming Zhao, Ming Liu, Longxiang Gao et al.35 citations
  25. Training Effective Neural CLIR by Bridging the Translation Gap ↗Hamed Bonab, Sheikh Muhammad Sarwar, James Allan35 citations
  26. Investigating Reference Dependence Effects on User Search Interaction and Satisfaction ↗Jiqun Liu, Fangyuan Han34 citations
  27. JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search ↗Ali Ahmadvand, Surya Teja Kallumadi, Faizan Javed et al.34 citations
  28. Leveraging Transitions of Emotions for Sarcasm Detection ↗Ameeta Agrawal, Aijun An, Manos Papagelis34 citations
  29. DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding ↗Ping Nie, Yuyu Zhang, Xiubo Geng et al.33 citations
  30. MaHRL ↗Dongyang Zhao, Liang Zhang, Bo Zhang et al.33 citations
  31. Network On Network for Tabular Data Classification in Real-world Applications ↗Yuanfei Luo, Hao Zhou, Wei-Wei Tu et al.33 citations
  32. DVGAN ↗Jiongnan Liu, Zhicheng Dou, Xiaojie Wang et al.32 citations
  33. Generative Attribute Manipulation Scheme for Flexible Fashion Search ↗Xin Yang, Xuemeng Song, Xianjing Han et al.32 citations
  34. Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case Document Similarity ↗Paheli Bhattacharya, Kripabandhu Ghosh, Arindam Pal et al.32 citations
  35. ASiNE ↗Yeon-Chang Lee, Nayoun Seo, Kyungsik Han et al.31 citations
  36. BRENDA: Browser Extension for Fake News Detection ↗Bjarte Botnevik, Eirik Sakariassen, Vinay Setty31 citations
  37. Reinforcement Learning to Rank with Pairwise Policy Gradient ↗Jun Xu, Wei Zeng, Long Xia et al.31 citations
  38. The Cortical Activity of Graded Relevance ↗Zuzana Pinkosova, William Jonathan McGeown, Yashar Moshfeghi31 citations
  39. Distilling Knowledge for Fast Retrieval-based Chat-bots ↗Amir Vakili Tahami, Kamyar Ghajar, Azadeh Shakery30 citations
  40. Towards Differentially Private Text Representations ↗Lingjuan Lyu, Yitong Li, Xuanli He et al.30 citations
  41. Content-aware Neural Hashing for Cold-start Recommendation ↗Casper Hansen, Christian Hansen, Jakob Grue Simonsen et al.29 citations
  42. Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme ↗Xue Dong, Jianlong Wu, Xuemeng Song et al.29 citations
  43. Query Reformulation in E-Commerce Search ↗Sharon Hirsch, Ido Guy, Alexander Nus et al.29 citations
  44. Recent Advances in Conversational Information Retrieval ↗Jianfeng Gao, Chenyan Xiong, Paul N. Bennett29 citations
  45. A Test Collection for Relevance and Sensitivity ↗Mahmoud F. Sayed, William Cox, Jonah Lynn Rivera et al.28 citations
  46. Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling ↗Wenxuan Zhang, Yang Deng, Wai Pang Lam28 citations
  47. Conversational Question Answering over Passages by Leveraging Word Proximity Networks ↗Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum28 citations
  48. Dual Sequential Network for Temporal Sets Prediction ↗Leilei Sun, Yansong Bai, Bowen Du et al.28 citations
  49. How to Measure the Reproducibility of System-oriented IR Experiments ↗Timo Breuer, Nicola Ferro, Norbert Fuhr et al.28 citations
  50. Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation ↗Le Wu, Yonghui Yang, Lei Chen et al.28 citations
  51. MVL: Multi-View Learning for News Recommendation ↗T. Y. S. S Santosh, Avirup Saha, Niloy Ganguly28 citations
  52. MarkedBERT: Integrating Traditional IR Cues in Pre-trained Language Models for Passage Retrieval ↗Lila Boualili, José G. Moreno, Mohand Boughanem27 citations
  53. Minimally Supervised Categorization of Text with Metadata ↗Yu Zhang, Meng Yu, Jiaxin Huang et al.27 citations
  54. Sentiment-guided Sequential Recommendation ↗Lin Zheng, Naicheng Guo, Weihao Chen et al.27 citations
  55. Video Recommendation with Multi-gate Mixture of Experts Soft Actor Critic ↗Dingcheng Li, Xu Li, Jun Wang et al.27 citations
  56. Combining Contextualized and Non-contextualized Query Translations to Improve CLIR ↗Suraj Nair, Petra Galuščáková, Douglas W. Oard26 citations
  57. Convolutional Embedding for Edit Distance ↗Xinyan Dai, Xiao Yan, Kaiwen Zhou et al.26 citations
  58. Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation ↗Jianming Zheng, Fei Cai, Honghui Chen26 citations
  59. Influence Function for Unbiased Recommendation ↗Yu Jiangxing, Hong Chun Zhu, Chih-Yao Chang et al.26 citations
  60. Learning Efficient Representations of Mouse Movements to Predict User Attention ↗Ioannis Arapakis, Luis A. Leiva26 citations
  61. Learning with Weak Supervision for Email Intent Detection ↗Kai Shu, Subhabrata Mukherjee, Guoqing Zheng et al.26 citations
  62. Nonintrusive-Sensing and Reinforcement-Learning Based Adaptive Personalized Music Recommendation ↗Daocheng Hong, Yang Li, Qiwen Dong26 citations
  63. Nonlinear Robust Discrete Hashing for Cross-Modal Retrieval ↗Zhan Yang, Jun Long, Lei Zhu et al.26 citations
  64. Reputation (In)dependence in Ranking Systems: Demographics Influence Over Output Disparities ↗Guilherme Ramos, Ludovico Boratto26 citations
  65. Topic Propagation in Conversational Search ↗Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini et al.26 citations
  66. Beyond User Embedding Matrix ↗Shaoyun Shi, Weizhi Ma, Min Zhang et al.25 citations
  67. Biomedical Information Retrieval incorporating Knowledge Graph for Explainable Precision Medicine ↗Zuoxi Yang25 citations
  68. Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines ↗Yang Liu, Xianzhuo Xia, Liang Chen et al.25 citations
  69. Efficiency Implications of Term Weighting for Passage Retrieval ↗Joel Mackenzie, Zhuyun Dai, Luke Gallagher et al.25 citations
  70. Extractive Snippet Generation for Arguments ↗Milad Alshomary, Nick Düsterhus, Henning Wachsmuth25 citations
  71. How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace ↗Liang Wu, Mihajlo Grbovic25 citations
  72. Knowledge Enhanced Personalized Search ↗Shuqi Lu, Zhicheng Dou, Chenyan Xiong et al.25 citations
  73. The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation ↗Tobias Schnabel, Saleema Amershi, Paul N. Bennett et al.25 citations
  74. Feature Transformation for Neural Ranking Models ↗Honglei Zhuang, Xuanhui Wang, Michael Bendersky et al.24 citations
  75. Neural Mathematical Solver with Enhanced Formula Structure ↗Zhenya Huang, Qi Liu, Weibo Gao et al.24 citations
  76. A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss ↗Hou Pong Chan, Wang Chen, Irwin King23 citations
  77. Joint Aspect-Sentiment Analysis with Minimal User Guidance ↗Honglei Zhuang, Fang Guo, Chao Zhang et al.23 citations
  78. Learning Discriminative Joint Embeddings for Efficient Face and Voice Association ↗Rui Wang, Xin Liu, Yiu‐ming Cheung et al.23 citations
  79. Neural Unified Review Recommendation with Cross Attention ↗Hongtao Liu, Wenjun Wang, Hongyan Xu et al.23 citations
  80. TFNet: Multi-Semantic Feature Interaction for CTR Prediction ↗Shu Wu, Yu Zhao Feng, Xueli Yu et al.23 citations
  81. Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval ↗Xing Xu, Kaiyi Lin, Huimin Lu et al.22 citations
  82. GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation ↗Wentian Bao, Hong Wen, Sha Li et al.22 citations
  83. Octopus ↗Zheng Liu, Jianxun Lian, Junhan Yang et al.22 citations
  84. Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification ↗Xin Dong, Yaxin Zhu, Yupeng Zhang et al.21 citations
  85. Sequential-based Adversarial Optimisation for Personalised Top-N Item Recommendation ↗Jarana Manotumruksa, Emine Yılmaz21 citations
  86. Choppy: Cut Transformer for Ranked List Truncation ↗Dara Bahri, Yi Tay, Che Zheng et al.20 citations
  87. Contextual Re-Ranking with Behavior Aware Transformers ↗Chen Qu, Chenyan Xiong, Yizhe Zhang et al.20 citations
  88. GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning ↗Jianfeng Liu, Feiyang Pan, Ling Luo20 citations
  89. Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach ↗Kelong Mao, Xi Xiao, Jieming Zhu et al.20 citations
  90. Learning Personalized Risk Preferences for Recommendation ↗Yingqiang Ge, Shuyuan Xu, Shuchang Liu et al.20 citations
  91. Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews ↗Rajdeep Mukherjee, Hari Chandana Peruri, Uppada Vishnu et al.20 citations
  92. Social Media User Geolocation via Hybrid Attention ↗Cheng Yong Zheng, Jyun‐Yu Jiang, Yichao Zhou et al.20 citations
  93. A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval ↗Yongyu Jiang, Peng Zhang, Hui Gao et al.19 citations
  94. Cascade or Recency ↗Fan Zhang, Jiaxin Mao, Yiqun Liu et al.19 citations
  95. Coding Electronic Health Records with Adversarial Reinforcement Path Generation ↗Shanshan Wang, Pengjie Ren, Zhumin Chen et al.19 citations
  96. Domain Adaptation with Reconstruction for Disaster Tweet Classification ↗Xukun Li, Doina Caragea19 citations
  97. Humor Detection in Product Question Answering Systems ↗Yftah Ziser, Elad Kravi, David Carmel19 citations
  98. Identifying Tasks from Mobile App Usage Patterns ↗Yuan Tian, Ke Zhou, Mounia Lalmas et al.19 citations
  99. Neural Hierarchical Factorization Machines for User's Event Sequence Analysis ↗Dongbo Xi, Fuzhen Zhuang, Bowen Song et al.19 citations
  100. A Counterfactual Framework for Seller-Side A/B Testing on Marketplaces ↗Viet Ha−Thuc, Avishek Dutta, Ren Mao et al.18 citations

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