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SIGIR 2022: all accepted papers

444 papers · page 2 of 5 · the most cited first · ← SIGIR 2022

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  1. User-Aware Multi-Interest Learning for Candidate Matching in Recommenders ↗Zheng Chai, Zhihong Chen, Chenliang Li et al.35 citations
  2. C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval ↗Eugene Yang, Suraj Nair, Ramraj Chandradevan et al.34 citations
  3. Dual Contrastive Network for Sequential Recommendation ↗Guanyu Lin, Chen Gao, Yinfeng Li et al.34 citations
  4. Few-shot Node Classification on Attributed Networks with Graph Meta-learning ↗Yonghao Liu, Mengyu Li, Ximing Li et al.34 citations
  5. Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval ↗Wentao Tan, Lei Zhu, Weili Guan et al.33 citations
  6. Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction ↗Xinyu Ma, Jiafeng Guo, Ruqing Zhang et al.33 citations
  7. Relation Extraction as Open-book Examination ↗Xiang Chen, Lei Li, Ningyu Zhang et al.33 citations
  8. ir_metadata: An Extensible Metadata Schema for IR Experiments ↗Timo Breuer, Jüri Keller, Philipp Schaer33 citations
  9. Positive, Negative and Neutral ↗Shansan Gong, Kenny Qili Zhu32 citations
  10. Distill-VQ ↗Shitao Xiao, Zheng Liu, Weihao Han et al.31 citations
  11. Introducing Problem Schema with Hierarchical Exercise Graph for Knowledge Tracing ↗Hanshuang Tong, Zhen Wang, Yun Zhou et al.31 citations
  12. RankFlow ↗Jiarui Qin, Jiachen Zhu, Bo Chen et al.31 citations
  13. Variational Reasoning about User Preferences for Conversational Recommendation ↗Zhaochun Ren, Zhi Tian, Dongdong Li et al.31 citations
  14. Coarse-to-Fine Sparse Sequential Recommendation ↗Jiacheng Li, Tong Zhao, Li Jin et al.30 citations
  15. Next Point-of-Interest Recommendation with Auto-Correlation Enhanced Multi-Modal Transformer Network ↗Yanjun Qin, Yuchen Fang, Haiyong Luo et al.30 citations
  16. Webformer ↗Yu Guo, Zhengyi Ma, Jiaxin Mao et al.30 citations
  17. Empowering Next POI Recommendation with Multi-Relational Modeling ↗Zheng Huang, Jing Ma, Yushun Dong et al.29 citations
  18. Few-Shot Stance Detection via Target-Aware Prompt Distillation ↗Yan Jiang, Jinhua Gao, Huawei Shen et al.29 citations
  19. Mitigating the Filter Bubble While Maintaining Relevance ↗Zhaolin Gao, Tianshu Shen, Zheda Mai et al.29 citations
  20. A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach ↗Suchana Datta, Sean MacAvaney, Debasis Ganguly et al.28 citations
  21. Neutralizing Popularity Bias in Recommendation Models ↗Guipeng Xv, Chen Lin, Hui Li et al.28 citations
  22. On Natural Language User Profiles for Transparent and Scrutable Recommendation ↗Filip Radlinski, Krisztian Balog, Fernando Díaz et al.28 citations
  23. ProFairRec ↗Tao Qi, Fangzhao Wu, Chuhan Wu et al.28 citations
  24. FUM: Fine-grained and Fast User Modeling for News Recommendation ↗Tao Qi, Fangzhao Wu, Chuhan Wu et al.27 citations
  25. ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities ↗Paul J. Lerner, Olivier Ferret, Camille Guinaudeau et al.27 citations
  26. CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos ↗Shengyao Zhuang, Guido Zuccon26 citations
  27. Conversational Question Answering on Heterogeneous Sources ↗Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum26 citations
  28. Entity-aware Transformers for Entity Search ↗Emma J. Gerritse, Faegheh Hasibi, Arjen P. de Vries26 citations
  29. Interpolative Distillation for Unifying Biased and Debiased Recommendation ↗Sihao Ding, Fuli Feng, Xiangnan He et al.26 citations
  30. Towards Explainable Search Results ↗Puxuan Yu, Razieh Rahimi, James Allan26 citations
  31. AutoGSR ↗Jingfan Chen, Guanghui Zhu, Haojun Hou et al.25 citations
  32. Co-clustering Interactions via Attentive Hypergraph Neural Network ↗Tianchi Yang, Cheng Hong Yang, Luhao Zhang et al.25 citations
  33. Explainable Session-based Recommendation with Meta-path Guided Instances and Self-Attention Mechanism ↗Jiayin Zheng, Juanyun Mai, Yanlong Wen25 citations
  34. V2P ↗Xuemeng Song, Liqiang Jing, Dengtian Lin et al.25 citations
  35. Where Do Queries Come From? ↗Marwah Alaofi, Luke Gallagher, Dana McKay et al.25 citations
  36. Constrained Sequence-to-Tree Generation for Hierarchical Text Classification ↗Chao Yu, Yi Shen, Yue Mao24 citations
  37. Diversity Vs Relevance: A Practical Multi-objective Study in Luxury Fashion Recommendations ↗João Sá, Vanessa Queiroz Marinho, Ana Rita Magalhães et al.24 citations
  38. Logiformer ↗Fangzhi Xu, Jun Liu, Qika Lin et al.24 citations
  39. MetaCare++: Meta-Learning with Hierarchical Subtyping for Cold-Start Diagnosis Prediction in Healthcare Data ↗Yanchao Tan, Carl Yang, Xiangyu Wei et al.24 citations
  40. Single-shot Embedding Dimension Search in Recommender System ↗Liang Qu, Yong‐Hong Ye, Ningzhi Tang et al.24 citations
  41. Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator ↗Shanlei Mu, Yaliang Li, Wayne Xin Zhao et al.23 citations
  42. Can Clicks Be Both Labels and Features? ↗Tao Yang, Chen Luo, Hanqing Lu et al.23 citations
  43. Summarizing Legal Regulatory Documents using Transformers ↗Svea Klaus, Ria Van Hecke, Kaweh Djafari Naini et al.23 citations
  44. CRET ↗Kaixiang Ji, Jiajia Liu, Weixiang Hong et al.22 citations
  45. Contrastive Learning with Hard Negative Entities for Entity Set Expansion ↗Yinghui Li, Yangning Li, Yuxin He et al.22 citations
  46. Fairness of Exposure in Light of Incomplete Exposure Estimation ↗Maria Heuss, Fatemeh Sarvi, Maarten de Rijke22 citations
  47. INMO ↗Yunfan Wu, Qi Cao, Huawei Shen et al.22 citations
  48. Is News Recommendation a Sequential Recommendation Task? ↗Chuhan Wu, Fangzhao Wu, Tao Qi et al.22 citations
  49. Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization ↗George Zerveas, Navid Rekabsaz, Daniel Cohen et al.22 citations
  50. Towards Suicide Ideation Detection Through Online Conversational Context ↗Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje et al.22 citations
  51. ArchivalQA ↗Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa21 citations
  52. From Little Things Big Things Grow ↗Shuai Wang, Harrisen Scells, Justin Michael Clark et al.21 citations
  53. Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization ↗Mingyuan Cheng, Xinru Liao, Quan Liu et al.21 citations
  54. Multi-Level Interaction Reranking with User Behavior History ↗Yunjia Xi, Weiwen Liu, Jieming Zhu et al.21 citations
  55. OVQA ↗Yefan Huang, Xiaoli Wang, Feiyan Liu et al.21 citations
  56. Revisiting Two-tower Models for Unbiased Learning to Rank ↗Le Wei Yan, Zhen Qin, Honglei Zhuang et al.21 citations
  57. Structured and Natural Responses Co-generation for Conversational Search ↗Chenchen Ye, Lizi Liao, Fuli Feng et al.21 citations
  58. COSPLAY ↗Chen Xu, Piji Li, Wei Wang et al.20 citations
  59. Exploiting Session Information in BERT-based Session-aware Sequential Recommendation ↗Jinseok Seol, Youngrok Ko, Sang-goo Lee20 citations
  60. GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment ↗Junseok Lee, Yunhak Oh, Yeonjun In et al.20 citations
  61. Improving Micro-video Recommendation via Contrastive Multiple Interests ↗Beibei Li, Beihong Jin, Jiageng Song et al.20 citations
  62. Incorporating Retrieval Information into the Truncation of Ranking Lists for Better Legal Search ↗Yixiao Ma, Qingyao Ai, Yueyue Wu et al.20 citations
  63. Learn from Unlabeled Videos for Near-duplicate Video Retrieval ↗Xiangteng He, Yulin Pan, Mingqian Tang et al.20 citations
  64. ReLoop ↗Guohao Cai, Jieming Zhu, Quanyu Dai et al.20 citations
  65. Recognizing Medical Search Query Intent by Few-shot Learning ↗Yaqing Wang, Song Wang, Yanyan Li et al.20 citations
  66. Understanding User Satisfaction with Task-oriented Dialogue Systems ↗Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke20 citations
  67. Value Penalized Q-Learning for Recommender Systems ↗Chengqian Gao, Ke Xu, Kuangqi Zhou et al.20 citations
  68. Analysing the Robustness of Dual Encoders for Dense Retrieval Against Misspellings ↗G. Sidiropoulos, Evangelos Kanoulas19 citations
  69. Axiomatically Regularized Pre-training for Ad hoc Search ↗Jia Chen, Yiqun Liu, Yan Fang et al.19 citations
  70. Distilling Knowledge on Text Graph for Social Media Attribute Inference ↗Quan Li, Xiaoting Li, Lingwei Chen et al.19 citations
  71. GraphAD ↗Xu Chen, Qiu Qiu, Changshan Li et al.19 citations
  72. Item Similarity Mining for Multi-Market Recommendation ↗Jiangxia Cao, Xin Cong, Tingwen Liu et al.19 citations
  73. Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval ↗Jialin Tian, Kai Wang, Xing Xu et al.19 citations
  74. Optimizing Generalized Gini Indices for Fairness in Rankings ↗Virginie Do, Nicolas Usunier19 citations
  75. PTAU ↗Jinzhi Liao, Xiang Hui Zhao, Jianming Zheng et al.19 citations
  76. Too Many Relevants ↗Ellen M. Voorhees, Nick Craswell, Jimmy Lin19 citations
  77. UserBERT ↗Chuhan Wu, Fangzhao Wu, Tao Qi et al.19 citations
  78. Where Does the Performance Improvement Come From? ↗Jun Rao, Fei Wang, Liang Ding et al.19 citations
  79. A Multi-Task Based Neural Model to Simulate Users in Goal Oriented Dialogue Systems ↗To Eun Kim, Aldo Lipani18 citations
  80. Analyzing and Simulating User Utterance Reformulation in Conversational Recommender Systems ↗Shuo Zhang, Mu‐Chun Wang, Krisztian Balog18 citations
  81. BERT-ER ↗Shubham Chatterjee, Laura Dietz18 citations
  82. CAVES ↗Soham Poddar, Azlaan Mustafa Samad, Rajdeep Mukherjee et al.18 citations
  83. Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction ↗Yuren Zhang, Enhong Chen, Binbin Jin et al.18 citations
  84. Conversational Recommendation via Hierarchical Information Modeling ↗Quan Tu, Shen Gao, Yanran Li et al.18 citations
  85. Dynamics-Aware Adaptation for Reinforcement Learning Based Cross-Domain Interactive Recommendation ↗Junda Wu, Zhihui Xie, Tong Yu et al.18 citations
  86. Exploring Modular Task Decomposition in Cross-domain Named Entity Recognition ↗Xinghua Zhang, Bowen Yu, Yubin Wang et al.18 citations
  87. Generating Clarifying Questions with Web Search Results ↗Ziliang Zhao, Zhicheng Dou, Jiaxin Mao et al.18 citations
  88. ORCAS-I ↗Daria Alexander, Wojciech Kusa, Arjen P. de Vries18 citations
  89. PEVAE ↗Zefeng Cai, Zerui Cai18 citations
  90. PST ↗Ruixin Li, Yu Yin, Le Dai et al.18 citations
  91. RESETBERT4Rec: A Pre-training Model Integrating Time And User Historical Behavior for Sequential Recommendation ↗Qihang Zhao18 citations
  92. Self-Supervised Learning for Recommender System ↗Chao Huang, Xiang Wang, Xiangnan He et al.18 citations
  93. To Interpolate or not to Interpolate ↗Hang Li, Shuai Wang, Shengyao Zhuang et al.18 citations
  94. A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval ↗Yan Zhuang, Qi Liu, Zhenya Huang et al.17 citations
  95. A Study of Cross-Session Cross-Device Search Within an Academic Digital Library ↗Sebastian Gomes, Miriam Boon, Orland Hoeber17 citations
  96. Constructing Better Evaluation Metrics by Incorporating the Anchoring Effect into the User Model ↗Nuo Chen, Fan Zhang, Tetsuya Sakai17 citations
  97. Dialogue Topic Segmentation via Parallel Extraction Network with Neighbor Smoothing ↗Jinxiong Xia, Cao Liu, Jiansong Chen et al.17 citations
  98. Knowledge Graph Question Answering Datasets and Their Generalizability ↗Longquan Jiang, Ricardo Usbeck17 citations
  99. Masking and Generation ↗Rui Wang, Qianlong Wang, Bin Liang et al.17 citations
  100. Monant Medical Misinformation Dataset ↗Ivan Srba, Branislav Pecher, Matúš Tomlein et al.17 citations

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