---
title: "SIGIR 2022 — all accepted papers with summaries and citations"
description: "All 444 papers of SIGIR 2022 · page 1 of 5, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/"
---
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# SIGIR 2022: all accepted papers

444 papers · page 1 of 5 · the most cited first · [← SIGIR 2022](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/)

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1. **[Are Graph Augmentations Necessary? ↗](https://doi.org/10.1145/3477495.3531937)**Junliang Yu, Hongzhi Yin, Xin Xia et al.*664 citations*
2. **[Knowledge Graph Contrastive Learning for Recommendation ↗](https://doi.org/10.1145/3477495.3532009)**Yuhao Yang, Chao Huang, Lianghao Xia et al.*481 citations*
3. **[Hypergraph Contrastive Collaborative Filtering ↗](https://doi.org/10.1145/3477495.3532058)**Lianghao Xia, Chao Huang, Yong Xu et al.*445 citations*
4. **[GETNext ↗](https://doi.org/10.1145/3477495.3531983)**Song Yang, Jiamou Liu, Kaiqi Zhao*276 citations*
5. **[Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion ↗](https://doi.org/10.1145/3477495.3531992)**Xiang Chen, Ningyu Zhang, Lei Li et al.*226 citations*
6. **[Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System ↗](https://doi.org/10.1145/3477495.3532025)**Ding Zou, Wei Wei, Xian-Ling Mao et al.*226 citations*
7. **[A Review-aware Graph Contrastive Learning Framework for Recommendation ↗](https://doi.org/10.1145/3477495.3531927)**Jie Shuai, Kun Zhang, Le Wu et al.*169 citations*
8. **[CenterCLIP ↗](https://doi.org/10.1145/3477495.3531950)**Shuai Zhao, Linchao Zhu, Xiaohan Wang et al.*152 citations*
9. **[Multi-modal Graph Contrastive Learning for Micro-video Recommendation ↗](https://doi.org/10.1145/3477495.3532027)**Zixuan Yi, Xi Wang, Iadh Ounis et al.*147 citations*
10. **[Decoupled Side Information Fusion for Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3531963)**Yueqi Xie, Peilin Zhou, Sunghun Kim*143 citations*
11. **[From Distillation to Hard Negative Sampling ↗](https://doi.org/10.1145/3477495.3531857)**Thibault Formal, Carlos Lassance, Benjamin Piwowarski et al.*133 citations*
12. **[CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems ↗](https://doi.org/10.1145/3477495.3531959)**Mohammadmehdi Naghiaei, Hossein A. Rahmani, Yashar Deldjoo*120 citations*
13. **[CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space ↗](https://doi.org/10.1145/3477495.3531955)**Yupeng Hou, Binbin Hu, Zhiqiang Zhang et al.*119 citations*
14. **[DisenCDR ↗](https://doi.org/10.1145/3477495.3531967)**Jiangxia Cao, Xixun Lin, Xin Cong et al.*119 citations*
15. **[Graph Trend Filtering Networks for Recommendation ↗](https://doi.org/10.1145/3477495.3531985)**Wenqi Fan, Xiaorui Liu, Wei Jin et al.*113 citations*
16. **[Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect ↗](https://doi.org/10.1145/3477495.3531939)**Shuanghong Shen, Zhenya Huang, Qi Liu et al.*110 citations*
17. **[Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering ↗](https://doi.org/10.1145/3477495.3531889)**Changxin Tian, Yuexiang Xie, Yaliang Li et al.*107 citations*
18. **[InPars: Unsupervised Dataset Generation for Information Retrieval ↗](https://doi.org/10.1145/3477495.3531863)**Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee et al.*104 citations*
19. **[BARS ↗](https://doi.org/10.1145/3477495.3531723)**Jieming Zhu, Quanyu Dai, Liangcai Su et al.*99 citations*
20. **[Multi-Behavior Sequential Transformer Recommender ↗](https://doi.org/10.1145/3477495.3532023)**Enming Yuan, Wei Guo, Zhicheng He et al.*98 citations*
21. **[Generalizing to the Future ↗](https://doi.org/10.1145/3477495.3531816)**Yongchun Zhu, Qiang Sheng, Juan Cao et al.*97 citations*
22. **[Learning Graph-based Disentangled Representations for Next POI Recommendation ↗](https://doi.org/10.1145/3477495.3532012)**Zhaobo Wang, Yanmin Zhu, Haobing Liu et al.*90 citations*
23. **[Hierarchical Multi-Task Graph Recurrent Network for Next POI Recommendation ↗](https://doi.org/10.1145/3477495.3531989)**Nicholas Lim, Bryan Hooi, See-Kiong Ng et al.*87 citations*
24. **[ESCM2 ↗](https://doi.org/10.1145/3477495.3531972)**Hao Wang, Tai-Wei Chang, Tianqiao Liu et al.*85 citations*
25. **[Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities ↗](https://doi.org/10.1145/3477495.3532064)**Jiandian Zeng, Tianyi Liu, Jiantao Zhou*85 citations*
26. **[Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation ↗](https://doi.org/10.1145/3477495.3531794)**Yinfeng Li, Chen Gao, Hengliang Luo et al.*82 citations*
27. **[MuMiN ↗](https://doi.org/10.1145/3477495.3531744)**Dan S. Nielsen, Ryan McConville*81 citations*
28. **[Self-Guided Learning to Denoise for Robust Recommendation ↗](https://doi.org/10.1145/3477495.3532059)**Yunjun Gao, Yuntao Du, Yujia Hu et al.*81 citations*
29. **[Generative Adversarial Framework for Cold-Start Item Recommendation ↗](https://doi.org/10.1145/3477495.3531897)**Hao Chen, Zefan Wang, Feiran Huang et al.*80 citations*
30. **[A Multitask Framework for Sentiment, Emotion and Sarcasm aware Cyberbullying Detection from Multi-modal Code-Mixed Memes ↗](https://doi.org/10.1145/3477495.3531925)**Krishanu Maity, Prince Jha, Sriparna Saha et al.*79 citations*
31. **[Price DOES Matter! ↗](https://doi.org/10.1145/3477495.3532043)**Xiaokun Zhang, Bo Xu, Liang Yang et al.*76 citations*
32. **[Recent Advances in Retrieval-Augmented Text Generation ↗](https://doi.org/10.1145/3477495.3532682)**Deng Cai, Yan Wang, Lemao Liu et al.*76 citations*
33. **[Measuring Fairness in Ranked Results ↗](https://doi.org/10.1145/3477495.3532018)**Amifa Raj, Michael D. Ekstrand*74 citations*
34. **[Reduce, Reuse, Recycle ↗](https://doi.org/10.1145/3477495.3531766)**Harrisen Scells, Shengyao Zhuang, Guido Zuccon*73 citations*
35. **[An Efficiency Study for SPLADE Models ↗](https://doi.org/10.1145/3477495.3531833)**Carlos Lassance, Stéphane Clinchant*72 citations*
36. **[Investigating Accuracy-Novelty Performance for Graph-based Collaborative Filtering ↗](https://doi.org/10.1145/3477495.3532005)**Minghao Zhao, Le Wu, Yile Liang et al.*70 citations*
37. **[Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding ↗](https://doi.org/10.1145/3477495.3531757)**Mingyang Chen, Wen Zhang, Yushan Zhu et al.*68 citations*
38. **[Sequential/Session-based Recommendations ↗](https://doi.org/10.1145/3477495.3532685)**Shoujin Wang, Qi Zhang, Liang Hu et al.*67 citations*
39. **[Conversational Information Seeking ↗](https://doi.org/10.1145/3477495.3532678)**Jeff Dalton, Sophie Fischer, Paul Owoicho et al.*66 citations*
40. **[ClueWeb22: 10 Billion Web Documents with Rich Information ↗](https://doi.org/10.1145/3477495.3536321)**Arnold Overwijk, Chenyan Xiong, Jamie Callan*64 citations*
41. **[When Multi-Level Meets Multi-Interest ↗](https://doi.org/10.1145/3477495.3532081)**裕美子 増田, Jianxin Chang, Yanan Niu et al.*64 citations*
42. **[GERE: Generative Evidence Retrieval for Fact Verification ↗](https://doi.org/10.1145/3477495.3531827)**Jiangui Chen, Ruqing Zhang, Jiafeng Guo et al.*63 citations*
43. **[Geometric Disentangled Collaborative Filtering ↗](https://doi.org/10.1145/3477495.3531982)**Yiding Zhang, Chaozhuo Li, Xing Xie et al.*62 citations*
44. **[On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation ↗](https://doi.org/10.1145/3477495.3531775)**Xin Xia, Hongzhi Yin, Junliang Yu et al.*62 citations*
45. **[User-Centric Conversational Recommendation with Multi-Aspect User Modeling ↗](https://doi.org/10.1145/3477495.3532074)**Shuokai Li, Ruobing Xie, Yongchun Zhu et al.*61 citations*
46. **[ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping ↗](https://doi.org/10.1145/3477495.3531708)**Mozhdeh Ariannezhad, Sami Jullien, Ming Li et al.*60 citations*
47. **[User-controllable Recommendation Against Filter Bubbles ↗](https://doi.org/10.1145/3477495.3532075)**Wenjie Wang, Fuli Feng, Liqiang Nie et al.*60 citations*
48. **[Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation ↗](https://doi.org/10.1145/3477495.3531975)**Weiming Liu, Xiaolin Zheng, Jiajie Su et al.*58 citations*
49. **[Improving Item Cold-start Recommendation via Model-agnostic Conditional Variational Autoencoder ↗](https://doi.org/10.1145/3477495.3531902)**Xu Zhao, Yi Ren, Ying Du et al.*56 citations*
50. **[Faster Learned Sparse Retrieval with Guided Traversal ↗](https://doi.org/10.1145/3477495.3531774)**Antonio Mallia, Joel Mackenzie, Torsten Suel et al.*55 citations*
51. **[Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction ↗](https://doi.org/10.1145/3477495.3531996)**Qika Lin, Jun Liu, Fangzhi Xu et al.*54 citations*
52. **[MET-Meme: A Multimodal Meme Dataset Rich in Metaphors ↗](https://doi.org/10.1145/3477495.3532019)**Bo Xu, Tingting Li, Junzhe Zheng et al.*53 citations*
53. **[Multimodal Entity Linking with Gated Hierarchical Fusion and Contrastive Training ↗](https://doi.org/10.1145/3477495.3531867)**Peng Wang, Jiangheng Wu, Xiaohang Chen*53 citations*
54. **[HAKG ↗](https://doi.org/10.1145/3477495.3531987)**Yuntao Du, Xinjun Zhu, Lu Chen et al.*52 citations*
55. **[Retrieval-Enhanced Machine Learning ↗](https://doi.org/10.1145/3477495.3531722)**Hamed Zamani, Fernando Díaz, Mostafa Dehghani et al.*52 citations*
56. **[Thinking inside The Box ↗](https://doi.org/10.1145/3477495.3532066)**Tong Chen, Hongzhi Yin, Jing Long et al.*52 citations*
57. **[An Attribute-Driven Mirror Graph Network for Session-based Recommendation ↗](https://doi.org/10.1145/3477495.3531935)**Siqi Lai, Erli Meng, Fan Zhang et al.*51 citations*
58. **[Co-training Disentangled Domain Adaptation Network for Leveraging Popularity Bias in Recommenders ↗](https://doi.org/10.1145/3477495.3531952)**Zhihong Chen, Jiawei Wu, Chenliang Li et al.*51 citations*
59. **[Explainable Fairness in Recommendation ↗](https://doi.org/10.1145/3477495.3531973)**Yingqiang Ge, Juntao Tan, Yan Zhu et al.*51 citations*
60. **[Socially-aware Dual Contrastive Learning for Cold-Start Recommendation ↗](https://doi.org/10.1145/3477495.3531780)**Jing Du, Zesheng Ye, Lina Yao et al.*51 citations*
61. **[Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning ↗](https://doi.org/10.1145/3477495.3532038)**Weili Guan, Fangkai Jiao, Xuemeng Song et al.*50 citations*
62. **[Joint Multisided Exposure Fairness for Recommendation ↗](https://doi.org/10.1145/3477495.3532007)**Haolun Wu, Bhaskar Mitra, Chen Ma et al.*49 citations*
63. **[Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations ↗](https://doi.org/10.1145/3477495.3532041)**Giacomo Balloccu, Ludovico Boratto, Gianni Fenu et al.*49 citations*
64. **[Rethinking Reinforcement Learning for Recommendation ↗](https://doi.org/10.1145/3477495.3531714)**Xin Xin, Tiago Pimentel, Alexandros Karatzoglou et al.*48 citations*
65. **[News Recommendation with Candidate-aware User Modeling ↗](https://doi.org/10.1145/3477495.3531778)**Tao Qi, Fangzhao Wu, Chuhan Wu et al.*47 citations*
66. **[Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers ↗](https://doi.org/10.1145/3477495.3531755)**Maurizio Ferrari Dacrema, Fabio Moroni, Riccardo Nembrini et al.*47 citations*
67. **[Unlearning Protected User Attributes in Recommendations with Adversarial Training ↗](https://doi.org/10.1145/3477495.3531820)**Christian Ganhör, David Penz, Navid Rekabsaz et al.*47 citations*
68. **[Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction ↗](https://doi.org/10.1145/3477495.3531974)**Weijie Yu, Zhongxiang Sun, Jun Xu et al.*46 citations*
69. **[Improving Conversational Recommender Systems via Transformer-based Sequential Modelling ↗](https://doi.org/10.1145/3477495.3531852)**Jie Zou, Evangelos Kanoulas, Pengjie Ren et al.*46 citations*
70. **[Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer ↗](https://doi.org/10.1145/3477495.3532031)**Erxue Min, Yu Rong, Tingyang Xu et al.*46 citations*
71. **[Privacy-Preserving Synthetic Data Generation for Recommendation Systems ↗](https://doi.org/10.1145/3477495.3532044)**Fan Liu, Zhiyong Cheng, Huilin Chen et al.*46 citations*
72. **[Enhancing Zero-Shot Stance Detection via Targeted Background Knowledge ↗](https://doi.org/10.1145/3477495.3531807)**Qinglin Zhu, Bin Liang, Jingyi Sun et al.*45 citations*
73. **[Selective Fairness in Recommendation via Prompts ↗](https://doi.org/10.1145/3477495.3531913)**Yiqing Wu, Ruobing Xie, Yongchun Zhu et al.*45 citations*
74. **[Less is More ↗](https://doi.org/10.1145/3477495.3532014)**Shaowen Peng, Kazunari Sugiyama, Tsunenori Mine*44 citations*
75. **[MM-Rec: Visiolinguistic Model Empowered Multimodal News Recommendation ↗](https://doi.org/10.1145/3477495.3531896)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*44 citations*
76. **[Multi-Faceted Global Item Relation Learning for Session-Based Recommendation ↗](https://doi.org/10.1145/3477495.3532024)**Qilong Han, Chi Zhang, Rui Chen et al.*44 citations*
77. **[Enhancing CTR Prediction with Context-Aware Feature Representation Learning ↗](https://doi.org/10.1145/3477495.3531970)**Fangye Wang, Yingxu Wang, Dongsheng Li et al.*43 citations*
78. **[Video Moment Retrieval from Text Queries via Single Frame Annotation ↗](https://doi.org/10.1145/3477495.3532078)**Ran Cui, Tianwen Qian, Pai Peng et al.*43 citations*
79. **[You Need to Read Again ↗](https://doi.org/10.1145/3477495.3532083)**Xin Sun, Xuan Wang, Jialin Gao et al.*43 citations*
80. **[Automatic Expert Selection for Multi-Scenario and Multi-Task Search ↗](https://doi.org/10.1145/3477495.3531942)**Xinyu Zou, Zhi Hu, Yiming Zhao et al.*42 citations*
81. **[DH-HGCN: Dual Homogeneity Hypergraph Convolutional Network for Multiple Social Recommendations ↗](https://doi.org/10.1145/3477495.3531828)**Jiadi Han, Qian Tao, Yufei Tang et al.*42 citations*
82. **[A Flexible Framework for Offline Effectiveness Metrics ↗](https://doi.org/10.1145/3477495.3531924)**Alistair Moffat, Joel Mackenzie, Paul Thomas et al.*41 citations*
83. **[Curriculum Learning for Dense Retrieval Distillation ↗](https://doi.org/10.1145/3477495.3531791)**Hansi Zeng, Hamed Zamani, Vishwa Vinay*41 citations*
84. **[Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation ↗](https://doi.org/10.1145/3477495.3532069)**Wanwei He, Yinpei Dai, Min Yang et al.*41 citations*
85. **[Curriculum Contrastive Context Denoising for Few-shot Conversational Dense Retrieval ↗](https://doi.org/10.1145/3477495.3531961)**Kelong Mao, Zhicheng Dou, Hongjin Qian*40 citations*
86. **[A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning ↗](https://doi.org/10.1145/3477495.3531930)**Ruichao Yang, Jing Ma, Hongzhan Lin et al.*39 citations*
87. **[DAWAR ↗](https://doi.org/10.1145/3477495.3531962)**Wenwen Gong, Xuyun Zhang, Yifei Chen et al.*39 citations*
88. **[Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention ↗](https://doi.org/10.1145/3477495.3531850)**Junfei Wu, Qiang Liu, Weizhi Xu et al.*38 citations*
89. **[Learning to Infer User Implicit Preference in Conversational Recommendation ↗](https://doi.org/10.1145/3477495.3531844)**Chenhao Hu, Shuhua Huang, Yansen Zhang et al.*38 citations*
90. **[Revisiting Bundle Recommendation ↗](https://doi.org/10.1145/3477495.3531904)**Zhu Sun, Jie Chi Yang, Kaidong Feng et al.*38 citations*
91. **[AHP ↗](https://doi.org/10.1145/3477495.3531836)**Hyunjin Hwang, Seungwoo Lee, Chanyoung Park et al.*37 citations*
92. **[Space4HGNN ↗](https://doi.org/10.1145/3477495.3531720)**Tianyu Zhao, Cheng Hong Yang, Yibo Li et al.*37 citations*
93. **[Towards Motivational and Empathetic Response Generation in Online Mental Health Support ↗](https://doi.org/10.1145/3477495.3531912)**Tulika Saha, Vaibhav Gakhreja, Anindya Sundar Das et al.*37 citations*
94. **[Experiments on Generalizability of User-Oriented Fairness in Recommender Systems ↗](https://doi.org/10.1145/3477495.3531718)**Hossein A. Rahmani, Mohammadmehdi Naghiaei, Mahdi Dehghan et al.*36 citations*
95. **[Progressive Learning for Image Retrieval with Hybrid-Modality Queries ↗](https://doi.org/10.1145/3477495.3532047)**Yida Zhao, Yuqing Song, Qin Jin*36 citations*
96. **[A Non-Factoid Question-Answering Taxonomy ↗](https://doi.org/10.1145/3477495.3531926)**Valeriya Baranova-Bolotova, Vladislav Blinov, Falk Scholer et al.*35 citations*
97. **[DisenCTR ↗](https://doi.org/10.1145/3477495.3531851)**Yifan Wang, Yifang Qin, Fang Sun et al.*35 citations*
98. **[Modern Baselines for SPARQL Semantic Parsing](https://md.research.elamur.ai/free/en/papers/banerjee-2022-modern-baselines-sparql-semantic-parsing/)**Debayan Banerjee, Pranav Nair, Jivat Neet Kaur et al.*35 citations · our summary*
99. **[Task-Oriented Dialogue System as Natural Language Generation ↗](https://doi.org/10.1145/3477495.3531920)**Weizhi Wang, Zhirui Zhang, Junliang Guo et al.*35 citations*
100. **[Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders ↗](https://doi.org/10.1145/3477495.3532072)**Jinning Li, Huajie Shao, Dachun Sun et al.*35 citations*

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