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SIGIR 2021: all accepted papers

382 papers · page 2 of 4 · the most cited first · ← SIGIR 2021

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  1. TripClick: The Log Files of a Large Health Web Search Engine ↗Navid Rekabsaz, Oleg Lesota, Markus Schedl et al.39 citations
  2. A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers ↗Ahmed Hamdi, Elvys Linhares Pontes, Emanuela Boroş et al.38 citations
  3. PAN ↗Zhixiong Zeng, Shuai Wang, Nan Xu et al.38 citations
  4. Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems ↗Weiwei Sun, Shuo Zhang, Krisztian Balog et al.38 citations
  5. GemNN: Gating-enhanced Multi-task Neural Networks with Feature Interaction Learning for CTR Prediction ↗Hongliang Fei, Jingyuan Zhang, Xingxuan Zhou et al.37 citations
  6. GilBERT: Generative Vision-Language Pre-Training for Image-Text Retrieval ↗Weixiang Hong, Kaixiang Ji, Jiajia Liu et al.37 citations
  7. Variational Autoencoders for Top-K Recommendation with Implicit Feedback ↗Bahare Askari, Jaroslaw Szlichta, Amirali Salehi‐Abari37 citations
  8. B-PROP ↗Xinyu Ma, Jiafeng Guo, Ruqing Zhang et al.36 citations
  9. MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning ↗Ke Ding, Xin Dong, Yong He et al.36 citations
  10. This Is Not What We Ordered: Exploring Why Biased Search Result Rankings Affect User Attitudes on Debated Topics ↗Tim Draws, Nava Tintarev, Ujwal Gadiraju et al.36 citations
  11. Intra-Document Cascading ↗Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani et al.35 citations
  12. Pchatbot: A Large-Scale Dataset for Personalized Chatbot ↗Hongjin Qian, Xiaohe Li, Hanxun Zhong et al.35 citations
  13. User-Centric Path Reasoning towards Explainable Recommendation ↗Chang-You Tai, Liang-Ying Huang, Chien-Kun Huang et al.35 citations
  14. Policy-Gradient Training of Fair and Unbiased Ranking Functions ↗Himank Yadav, Zhengxiao Du, Thorsten Joachims34 citations
  15. Retrieving Complex Tables with Multi-Granular Graph Representation Learning ↗Fei Wang, Kexuan Sun, Muhao Chen et al.34 citations
  16. DEKR ↗Xianshuai Cao, Yuliang Shi, Han Yu et al.33 citations
  17. Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations ↗Chuan Meng, Pengjie Ren, Zhumin Chen et al.33 citations
  18. PTHash: Revisiting FCH Minimal Perfect Hashing ↗Giulio Ermanno Pibiri, Roberto Trani33 citations
  19. SDG: A Simplified and Dynamic Graph Neural Network ↗Dongqi Fu, Jingrui He33 citations
  20. AMM: Attentive Multi-field Matching for News Recommendation ↗Qi Zhang, Qinglin Jia, Chuyuan Wang et al.32 citations
  21. Modeling Intent Graph for Search Result Diversification ↗Zhan Su, Zhicheng Dou, Yutao Zhu et al.32 citations
  22. Privileged Graph Distillation for Cold Start Recommendation ↗Shuai Wang, Kun Zhang, Le Wu et al.32 citations
  23. Current Challenges and Future Directions in Podcast Information Access ↗Rosie Jones, Hamed Zamani, Markus Schedl et al.31 citations
  24. Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction ↗Hong Wen, Jing Zhang, Fuyu Lv et al.31 citations
  25. Meta-Inductive Node Classification across Graphs ↗Zhihao Wen, Yuan Fang, Zemin Liu31 citations
  26. MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion ↗Zhiyi Jiang, Jianliang Gao, Xinqi Lv31 citations
  27. Mitigating Sentiment Bias for Recommender Systems ↗Chen Lin, Xinyi Liu, Guipeng Xv et al.31 citations
  28. A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images ↗Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia et al.30 citations
  29. Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage ↗Xiaolin Chen, Xuemeng Song, Guozhen Peng et al.30 citations
  30. Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval ↗Yi He, Xin Liu, Yiu‐ming Cheung et al.30 citations
  31. Deep Learning on Graphs for Natural Language Processing ↗Lingfei Wu, Yu Chen, Heng Ji et al.30 citations
  32. HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation ↗Zuohui Fu, Yikun Xian, Yaxin Zhu et al.29 citations
  33. TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion ↗Jiapeng Wu, Yishi Xu, Yingxue Zhang et al.29 citations
  34. When Fair Ranking Meets Uncertain Inference ↗Avijit Ghosh, Ritam Dutt, Christo Wilson29 citations
  35. Dual Unbiased Recommender Learning for Implicit Feedback ↗Jae-woong Lee, Seongmin Park, Jongwuk Lee28 citations
  36. Group based Personalized Search by Integrating Search Behaviour and Friend Network ↗Yujia Zhou, Zhicheng Dou, Bingzheng Wei et al.28 citations
  37. Retrieving Skill-Based Teams from Collaboration Networks ↗Radin Hamidi Rad, Ebrahim Bagheri A, Mehdi Kargar et al.28 citations
  38. Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search ↗Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira et al.28 citations
  39. A Test Collection for Ad-hoc Dataset Retrieval ↗Makoto P. Kato, Hiroaki Ohshima, Ying‐Hsang Liu et al.27 citations
  40. Generalized Zero-shot Intent Detection via Commonsense Knowledge ↗A. B. Siddique, Fuad Jamour, Luxun Xu et al.27 citations
  41. Leveraging Lead Bias for Zero-shot Abstractive News Summarization ↗Chenguang Zhu, Ziyi Yang, Robert Gmyr et al.27 citations
  42. Unsupervised Extractive Text Summarization with Distance-Augmented Sentence Graphs ↗Jingzhou Liu, Dominic Hughes, Yiming Yang27 citations
  43. WGCN: Graph Convolutional Networks with Weighted Structural Features ↗Yunxiang Zhao, Jianzhong Qi, Qingwei Liu et al.27 citations
  44. Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings ↗Khoa D. Doan, Saurav Manchanda, Suchismit Mahapatra et al.26 citations
  45. Wizard of Search Engine ↗Pengjie Ren, Zhongkun Liu, Xiaomeng Song et al.26 citations
  46. DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph ↗Hoang-Van Nguyen, Francesco Gelli, Soujanya Poria25 citations
  47. Investigating User Behavior in Legal Case Retrieval ↗Yunqiu Shao, Yueyue Wu, Yiqun Liu et al.25 citations
  48. Learning Robust Dense Retrieval Models from Incomplete Relevance Labels ↗Prafull Prakash, Julian Killingback, Hamed Zamani25 citations
  49. Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution ↗Qiuhao Lu, Thien Huu Nguyen, Dejing Dou25 citations
  50. Stance Detection: Concepts, Approaches, Resources, and Outstanding Issues ↗Dilek Küçük, Fazlı Can25 citations
  51. Targeted Attack and Defense for Deep Hashing ↗Xunguang Wang, Zheng Zhang, Guangming Lu et al.25 citations
  52. xLightFM: Extremely Memory-Efficient Factorization Machine ↗Gangwei Jiang, Hao Wang, Jin Chen et al.25 citations
  53. Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index ↗Han Zhang, Hongwei Shen, Yiming Qiu et al.24 citations
  54. Passage Retrieval for Outside-Knowledge Visual Question Answering ↗Chen Qu, Hamed Zamani, Liu Yang et al.24 citations
  55. RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT ↗Qinglin Jia, Jingjie Li, Qi Zhang et al.24 citations
  56. StackRec ↗Jiachun Wang, Fajie Yuan, Jian Chen et al.24 citations
  57. Supporting Metacognition during Exploratory Search with the OrgBox ↗Anita Crescenzi, Austin R. Ward, Li Yan Yuan et al.24 citations
  58. Conversational vs Traditional: Comparing Search Behavior and Outcome in Legal Case Retrieval ↗Bulou Liu, Yueyue Wu, Yiqun Liu et al.23 citations
  59. FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation ↗Xuehan Sun, Tianyao Shi, Xiaofeng Gao et al.23 citations
  60. ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table ↗Huifeng Guo, Wei Guo, Yong Gao et al.23 citations
  61. ECOM'21: The SIGIR 2021 Workshop on eCommerce ↗Surya Teja Kallumadi, Tracy Holloway King, Shervin Malmasi et al.22 citations
  62. Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement ↗Mingyue Cheng, Fajie Yuan, Qi Liu et al.22 citations
  63. Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search ↗Keping Bi, Qingyao Ai, W. Bruce Croft22 citations
  64. On the Orthogonality of Bias and Utility in Ad hoc Retrieval ↗Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi et al.22 citations
  65. Pseudo Siamese Network for Few-shot Intent Generation ↗Congying Xia, Caiming Xiong, Philip S. Yu22 citations
  66. Deep Position-wise Interaction Network for CTR Prediction ↗Jianqiang Huang, Ke Hu, Qingtao Tang et al.21 citations
  67. Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection ↗Viet Dac Lai, Minh Nguyen, Thien Huu Nguyen et al.21 citations
  68. Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval ↗Jiao Li, Xing Xu, Wei Yu et al.21 citations
  69. Improving Video Retrieval by Adaptive Margin ↗Feng He, Qi Wang, Zhifan Feng et al.21 citations
  70. Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots ↗Jia-Chen Gu, Hui Liu, Zhen-Hua Ling et al.21 citations
  71. Privacy Protection in Deep Multi-modal Retrieval ↗Peng-Fei Zhang, Yang Li, Zi Helen Huang et al.21 citations
  72. Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals ↗Yutao Zhu, Jian‐Yun Nie, Kun Zhou et al.21 citations
  73. Unsupervised Proxy Selection for Session-based Recommender Systems ↗Junsu Cho, SeongKu Kang, Dongmin Hyun et al.21 citations
  74. DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems ↗Mingyang Chen, Junda Lu, Yi Wang et al.20 citations
  75. Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction ↗Feng Li, Bencheng Yan, Qingqing Long et al.20 citations
  76. GraphPAS: Parallel Architecture Search for Graph Neural Networks ↗Jiamin Chen, Jianliang Gao, Yibo Chen et al.20 citations
  77. KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval ↗Minghan Li, Éric Gaussier20 citations
  78. Knowledge-based Review Generation by Coherence Enhanced Text Planning ↗Junyi Li, Wayne Xin Zhao, Zhicheng Wei et al.20 citations
  79. ReadsRE: Retrieval-Augmented Distantly Supervised Relation Extraction ↗Yue Zhang, Hongliang Fei, Ping Li20 citations
  80. Revisiting the Tag Relevance Prediction Problem ↗Denis Kotkov, Alexandr V. Maslov, Mats Neovius20 citations
  81. Adapting Interactional Observation Embedding for Counterfactual Learning to Rank ↗Mouxiang Chen, Chenghao Liu, Jianling Sun et al.19 citations
  82. Addressing Bias and Fairness in Search Systems ↗Ruoyuan Gao, Chirag Suresh Shah19 citations
  83. Binary Neural Network Hashing for Image Retrieval ↗Wanqian Zhang, Dayan Wu, Yu Zhou et al.19 citations
  84. Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction ↗Fan Zhou, Yu Liu, Xovee Xu et al.19 citations
  85. Set2setRank ↗Lei Chen, Le Wu, Kun Zhang et al.19 citations
  86. Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach ↗Xu Ma, Pengjie Wang, Hui Min Zhao et al.19 citations
  87. Answering Any-hop Open-domain Questions with Iterative Document Reranking ↗Yuyu Zhang, Ping Nie, Arun Ramamurthy et al.18 citations
  88. Automated Graph Learning via Population Based Self-Tuning GCN ↗Ronghang Zhu, Zhiqiang Tao, Yaliang Li et al.18 citations
  89. CIFDM: Continual and Interactive Feature Distillation for Multi-Label Stream Learning ↗Yigong Wang, Zhuoyi Wang, Yu Lin et al.18 citations
  90. CopyCat: Near-Duplicates Within and Between the ClueWeb and the Common Crawl ↗Maik Fröbe, Janek Bevendorff, Lukas Gienapp et al.18 citations
  91. Does BERT Pay Attention to Cyberbullying? ↗Fatma Elsafoury, Stamos Katsigiannis, Steven R. Wilson et al.18 citations
  92. Looking at CTR Prediction Again: Is Attention All You Need? ↗Yuan Cheng, Yanbo Xue18 citations
  93. Multi-Modal Supplementary-Complementary Summarization using Multi-Objective Optimization ↗Anubhav Jangra, Sriparna Saha, Adam Jatowt et al.18 citations
  94. Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models ↗Daniel Cohen, Bhaskar Mitra, Oleg Lesota et al.18 citations
  95. UGRec: Modeling Directed and Undirected Relations for Recommendation ↗Xinxiao Zhao, Zhiyong Cheng, Lei Zhu et al.18 citations
  96. An Image is Worth a Thousand Terms? Analysis of Visual E-Commerce Search ↗Arnon Dagan, Ido Guy, Slava Novgorodov17 citations
  97. Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models ↗Wentao Fan, Zhiyan Guo, Nizar Bouguila et al.17 citations
  98. Cross Interaction Network for Natural Language Guided Video Moment Retrieval ↗Xinli Yu, Mohsen Malmir, Xin He et al.17 citations
  99. DCSpell: A Detector-Corrector Framework for Chinese Spelling Error Correction ↗Jing Li, Gaosheng Wu, Dafei Yin et al.17 citations
  100. Deep User Match Network for Click-Through Rate Prediction ↗Zai Huang, Mingyuan Tao, Bufeng Zhang17 citations

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