---
title: "SIGIR 2023 — all accepted papers with summaries and citations"
description: "All 465 papers of SIGIR 2023 · 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/2023/papers/"
---
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# SIGIR 2023: all accepted papers

465 papers · page 1 of 5 · the most cited first · [← SIGIR 2023](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2023/)

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1. **[Diffusion Recommender Model ↗](https://doi.org/10.1145/3539618.3591663)**Wenjie Wang, Yiyan Xu, Fuli Feng et al.*285 citations*
2. **[Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? ↗](https://doi.org/10.1145/3539618.3591703)**Shuai Wang, Harrisen Scells, Bevan Koopman et al.*202 citations*
3. **[Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited ↗](https://doi.org/10.1145/3539618.3591932)**Zheng Yuan, Fajie Yuan, Yu Song et al.*196 citations*
4. **[Disentangled Contrastive Collaborative Filtering ↗](https://doi.org/10.1145/3539618.3591665)**Xubin Ren, Lianghao Xia, Jiashu Zhao et al.*158 citations*
5. **[Frequency Enhanced Hybrid Attention Network for Sequential Recommendation ↗](https://doi.org/10.1145/3539618.3591689)**Xinyu Du, Huanhuan Yuan, Pengpeng Zhao et al.*144 citations*
6. **[Spatio-Temporal Hypergraph Learning for Next POI Recommendation ↗](https://doi.org/10.1145/3539618.3591770)**Xiaodong Yan, Tengwei Song, Yifeng Jiao et al.*123 citations*
7. **[Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning ↗](https://doi.org/10.1145/3539618.3591711)**Ke Liang, Lingyuan Meng, Meng Liu et al.*118 citations*
8. **[Generative-Contrastive Graph Learning for Recommendation ↗](https://doi.org/10.1145/3539618.3591691)**Yonghui Yang, Zhengwei Wu, Le Wu et al.*106 citations*
9. **[Aligning Distillation For Cold-start Item Recommendation ↗](https://doi.org/10.1145/3539618.3591732)**Feiran Huang, Zefan Wang, Xiao Xia Huang et al.*102 citations*
10. **[Graph Transformer for Recommendation ↗](https://doi.org/10.1145/3539618.3591723)**Chaoliu Li, Lianghao Xia, Xubin Ren et al.*88 citations*
11. **[LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems ↗](https://doi.org/10.1145/3539618.3591717)**Langming Liu, Liu Cai, Chi Zhang et al.*86 citations*
12. **[RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses ↗](https://doi.org/10.1145/3539618.3592047)**Honglei Zhuang, Zhen Qin, Rolf Jagerman et al.*83 citations*
13. **[Multi-behavior Self-supervised Learning for Recommendation ↗](https://doi.org/10.1145/3539618.3591734)**Jingcao Xu, Chaokun Wang, Cheng Wu et al.*80 citations*
14. **[Proactive Conversational Agents in the Post-ChatGPT World ↗](https://doi.org/10.1145/3539618.3594250)**Lizi Liao, Grace Hui Yang, Chirag Suresh Shah*78 citations*
15. **[Adaptive Graph Representation Learning for Next POI Recommendation ↗](https://doi.org/10.1145/3539618.3591634)**Zhaobo Wang, Yanmin Zhu, Chunyang Wang et al.*77 citations*
16. **[Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning ↗](https://doi.org/10.1145/3539618.3591708)**Yunhu Ye, Binyuan Hui, Min Yang et al.*77 citations*
17. **[Prompt Learning for News Recommendation ↗](https://doi.org/10.1145/3539618.3591752)**Zizhuo Zhang, Bang Wang*76 citations*
18. **[Graph Collaborative Signals Denoising and Augmentation for Recommendation ↗](https://doi.org/10.1145/3539618.3591994)**Ziwei Fan, Ke Xu, Dong Xiang Zhang et al.*71 citations*
19. **[LightGT: A Light Graph Transformer for Multimedia Recommendation ↗](https://doi.org/10.1145/3539618.3591716)**Yinwei Wei, Wenqi Liu, Fan Liu et al.*70 citations*
20. **[SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval ↗](https://doi.org/10.1145/3539618.3591761)**Haitao Li, Qingyao Ai, Jia Chen et al.*70 citations*
21. **[Best Prompts for Text-to-Image Models and How to Find Them ↗](https://doi.org/10.1145/3539618.3592000)**Nikita Pavlichenko, Dmitry Ustalov*69 citations*
22. **[End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models ↗](https://doi.org/10.1145/3539618.3591879)**Barry Menglong Yao, Aditya Shah, Lichao Sun et al.*68 citations*
23. **[Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation ↗](https://doi.org/10.1145/3539618.3591636)**Chongming Gao, Kexin Huang, Jiawei Chen et al.*66 citations*
24. **[Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting ↗](https://doi.org/10.1145/3539618.3591641)**Zhihao Wen, Yuan Fang*66 citations*
25. **[Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study ↗](https://doi.org/10.1145/3539618.3591918)**Joakim Edin, Alexander Junge, Jakob D. Havtorn et al.*64 citations*
26. **[Candidate-aware Graph Contrastive Learning for Recommendation ↗](https://doi.org/10.1145/3539618.3591647)**Wei He, Guohao Sun, Jinhu Lu et al.*64 citations*
27. **[Graph Masked Autoencoder for Sequential Recommendation ↗](https://doi.org/10.1145/3539618.3591692)**Yaowen Ye, Lianghao Xia, Chao Huang*63 citations*
28. **[One-Shot Labeling for Automatic Relevance Estimation ↗](https://doi.org/10.1145/3539618.3592032)**Sean MacAvaney, Luca Soldaini*59 citations*
29. **[EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction ↗](https://doi.org/10.1145/3539618.3591681)**Zhen Tian, Ting Bai, Wayne Xin Zhao et al.*58 citations*
30. **[Meta-optimized Contrastive Learning for Sequential Recommendation ↗](https://doi.org/10.1145/3539618.3591727)**Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao et al.*58 citations*
31. **[BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts ↗](https://doi.org/10.1145/3539618.3591646)**Yuhan Liu, Zhaoxuan Tan, Heng Wang et al.*56 citations*
32. **[A Generic Learning Framework for Sequential Recommendation with Distribution Shifts ↗](https://doi.org/10.1145/3539618.3591624)**Zhengyi Yang, Xiangnan He, Jizhi Zhang et al.*55 citations*
33. **[The Information Retrieval Experiment Platform ↗](https://doi.org/10.1145/3539618.3591888)**Maik Fröbe, Jan Heinrich Reimer, Sean MacAvaney et al.*55 citations*
34. **[Leveraging Transferable Knowledge Concept Graph Embedding for Cold-Start Cognitive Diagnosis ↗](https://doi.org/10.1145/3539618.3591774)**Weibo Gao, Hao Wang, Qi Liu et al.*52 citations*
35. **[FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation ↗](https://doi.org/10.1145/3539618.3591687)**Sebastian Hofstätter, Jiecao Chen, Karthik Raman et al.*51 citations*
36. **[Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures ↗](https://doi.org/10.1145/3539618.3591722)**Wei Yuan, Quoc Viet Hung Nguyen, Tieke He et al.*50 citations*
37. **[PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations ↗](https://doi.org/10.1145/3539618.3591750)**Yuhao Wang, Xiangyu Zhao, Bo Chen et al.*50 citations*
38. **[Towards Robust Knowledge Tracing Models via k-Sparse Attention ↗](https://doi.org/10.1145/3539618.3592073)**Shuyan Huang, Zitao Liu, Xiangyu Zhao et al.*50 citations*
39. **[Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems ↗](https://doi.org/10.1145/3539618.3591889)**Lanling Xu, Zhen Tian, Gaowei Zhang et al.*49 citations*
40. **[Generative Relevance Feedback with Large Language Models ↗](https://doi.org/10.1145/3539618.3591992)**Iain Mackie, Shubham Chatterjee, Jeff Dalton*47 citations*
41. **[Beyond the Overlapping Users: Cross-Domain Recommendation via Adaptive Anchor Link Learning ↗](https://doi.org/10.1145/3539618.3591642)**Yi Zhao, Chaozhuo Li, Jiquan Peng et al.*46 citations*
42. **[Continual Learning on Dynamic Graphs via Parameter Isolation ↗](https://doi.org/10.1145/3539618.3591652)**Peiyan Zhang, Yuchen Yan, Chaozhuo Li et al.*46 citations*
43. **[EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation ↗](https://doi.org/10.1145/3539618.3591678)**Xinfeng Wang, Fumiyo Fukumoto, Jin Cui et al.*46 citations*
44. **[Blurring-Sharpening Process Models for Collaborative Filtering ↗](https://doi.org/10.1145/3539618.3591645)**Jeongwhan Choi, Seo-Young Hong, Noseong Park et al.*44 citations*
45. **[Can Generative LLMs Create Query Variants for Test Collections? An Exploratory Study ↗](https://doi.org/10.1145/3539618.3591960)**Marwah Alaofi, Luke Gallagher, Mark Sanderson et al.*44 citations*
46. **[Explainable Information Retrieval ↗](https://doi.org/10.1145/3539618.3594249)**Avishek Anand, Procheta Sen, Sourav Saha et al.*44 citations*
47. **[Take a Fresh Look at Recommender Systems from an Evaluation Standpoint ↗](https://doi.org/10.1145/3539618.3591931)**Aixin Sun*43 citations*
48. **[Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion ↗](https://doi.org/10.1145/3539618.3591743)**Linhao Luo, Yuan-Fang Li, Gholamreza Haffari et al.*42 citations*
49. **[Attention Mixtures for Time-Aware Sequential Recommendation ↗](https://doi.org/10.1145/3539618.3591951)**Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra et al.*39 citations*
50. **[Dynamic Graph Evolution Learning for Recommendation ↗](https://doi.org/10.1145/3539618.3591674)**Haoran Tang, Shiqing Wu, Guandong Xu et al.*39 citations*
51. **[FINAL: Factorized Interaction Layer for CTR Prediction ↗](https://doi.org/10.1145/3539618.3591988)**Jieming Zhu, Qinglin Jia, Guohao Cai et al.*39 citations*
52. **[BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information ↗](https://doi.org/10.1145/3539618.3591686)**Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa et al.*37 citations*
53. **[MR2: A Benchmark for Multimodal Retrieval-Augmented Rumor Detection in Social Media ↗](https://doi.org/10.1145/3539618.3591896)**Xuming Hu, Zhijiang Guo, Junzhe Chen et al.*37 citations*
54. **[Knowledge-enhanced Multi-View Graph Neural Networks for Session-based Recommendation ↗](https://doi.org/10.1145/3539618.3591706)**Qian Chen, Zhiqiang Guo, Jianjun Li et al.*36 citations*
55. **[Knowledge-refined Denoising Network for Robust Recommendation ↗](https://doi.org/10.1145/3539618.3591707)**Xinjun Zhu, Yuntao Du, Yuren Mao et al.*36 citations*
56. **[AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering ↗](https://doi.org/10.1145/3539618.3591632)**Guanghui Zhu, Wang Lu, Chunfeng Yuan et al.*35 citations*
57. **[Query Performance Prediction: From Ad-hoc to Conversational Search ↗](https://doi.org/10.1145/3539618.3591919)**Chuan Meng, Negar Arabzadeh, Mohammad Aliannejadi et al.*35 citations*
58. **[Towards Explainable Conversational Recommender Systems ↗](https://doi.org/10.1145/3539618.3591884)**Shuyu Guo, Shuo Zhang, Weiwei Sun et al.*35 citations*
59. **[EDIndex: Enabling Fast Data Queries in Edge Storage Systems ↗](https://doi.org/10.1145/3539618.3591676)**Qiang He, Siyu Tan, Feifei Chen et al.*34 citations*
60. **[Single-shot Feature Selection for Multi-task Recommendations ↗](https://doi.org/10.1145/3539618.3591767)**Yejing Wang, Zhaocheng Du, Xiangyu Zhao et al.*34 citations*
61. **[Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning ↗](https://doi.org/10.1145/3539618.3591648)**Siyu Wang, Xiaocong Chen, Dietmar Jannach et al.*33 citations*
62. **[Data-Aware Proxy Hashing for Cross-modal Retrieval ↗](https://doi.org/10.1145/3539618.3591660)**Rong-Cheng Tu, Xian-Ling Mao, Wenjin Ji et al.*33 citations*
63. **[Strategy-aware Bundle Recommender System ↗](https://doi.org/10.1145/3539618.3591771)**Yinwei Wei, Xiaohao Liu, Yunshan Ma et al.*33 citations*
64. **[An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification ↗](https://doi.org/10.1145/3539618.3591638)**Washington Luiz Miranda da Cunha, Celso França, Guilherme Fonseca et al.*32 citations*
65. **[Contrastive Learning for Signed Bipartite Graphs ↗](https://doi.org/10.1145/3539618.3591655)**Zeyu Zhang, Jiamou Liu, Kaiqi Zhao et al.*32 citations*
66. **[MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation ↗](https://doi.org/10.1145/3539618.3591725)**Kibum Kim, Dongmin Hyun, Sukwon Yun et al.*32 citations*
67. **[A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning ↗](https://doi.org/10.1145/3539618.3591631)**Jiangui Chen, Ruqing Zhang, Jiafeng Guo et al.*31 citations*
68. **[Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond ↗](https://doi.org/10.1145/3539618.3591683)**Paul Owoicho, Ivan Sekulić, Mohammad Aliannejadi et al.*31 citations*
69. **[Lexically-Accelerated Dense Retrieval ↗](https://doi.org/10.1145/3539618.3591715)**Hrishikesh Kulkarni, Sean MacAvaney, Nazli Goharian et al.*31 citations*
70. **[ML-LJP: Multi-Law Aware Legal Judgment Prediction ↗](https://doi.org/10.1145/3539618.3591731)**Yifei Liu, Yiquan Wu, Yating Zhang et al.*31 citations*
71. **[Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation ↗](https://doi.org/10.1145/3539618.3591733)**Jing Long, Tong Chen, Quoc Viet Hung Nguyen et al.*31 citations*
72. **[Personalized Showcases: Generating Multi-Modal Explanations for Recommendations ↗](https://doi.org/10.1145/3539618.3592036)**An Yan, Zhankui He, Jiacheng Li et al.*31 citations*
73. **[Causal Recommendation: Progresses and Future Directions ↗](https://doi.org/10.1145/3539618.3594245)**Wenjie Wang, Yang Zhang, Haoxuan Li et al.*30 citations*
74. **[MGeo: Multi-Modal Geographic Language Model Pre-Training ↗](https://doi.org/10.1145/3539618.3591728)**Ruixue Ding, Boli Chen, Pengjun Xie et al.*30 citations*
75. **[Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering ↗](https://doi.org/10.1145/3539618.3591635)**Huachi Zhou, Hao Chen, Junnan Dong et al.*29 citations*
76. **[Attention-guided Multi-step Fusion: A Hierarchical Fusion Network for Multimodal Recommendation ↗](https://doi.org/10.1145/3539618.3591950)**Yan Zhou, Jie Guo, Hao Sun et al.*29 citations*
77. **[Calibration Learning for Few-shot Novel Product Description ↗](https://doi.org/10.1145/3539618.3591959)**Zheng Liu, WU Ming-jing, Bo Peng et al.*29 citations*
78. **[When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation ↗](https://doi.org/10.1145/3539618.3591786)**Zihua Si, Zhongxiang Sun, Xiao Zhang et al.*29 citations*
79. **[A Geometric Framework for Query Performance Prediction in Conversational Search ↗](https://doi.org/10.1145/3539618.3591625)**Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean et al.*28 citations*
80. **[AutoTransfer: Instance Transfer for Cross-Domain Recommendations ↗](https://doi.org/10.1145/3539618.3591701)**Jingtong Gao, Xiangyu Zhao, Bo Chen et al.*28 citations*
81. **[BeamQA: Multi-hop Knowledge Graph Question Answering with Sequence-to-Sequence Prediction and Beam Search ↗](https://doi.org/10.1145/3539618.3591698)**Farah Atif, Ola El Khatib, Djellel Eddine Difallah*28 citations*
82. **[DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning ↗](https://doi.org/10.1145/3539618.3591671)**Shangfei Zheng, Hongzhi Yin, Tong Chen et al.*27 citations*
83. **[Improving Implicit Feedback-Based Recommendation through Multi-Behavior Alignment ↗](https://doi.org/10.1145/3539618.3591697)**Xin Xin, Xiangyuan Liu, Hanbing Wang et al.*27 citations*
84. **[REFinD: Relation Extraction Financial Dataset ↗](https://doi.org/10.1145/3539618.3591911)**Simerjot Kaur, Charese Smiley, A.K. Gupta et al.*27 citations*
85. **[Law Article-Enhanced Legal Case Matching: A Causal Learning Approach ↗](https://doi.org/10.1145/3539618.3591709)**Zhongxiang Sun, Jun Xu, Xiao Zhang et al.*26 citations*
86. **[A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering ↗](https://doi.org/10.1145/3539618.3591629)**Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani*25 citations*
87. **[Rethinking Benchmarks for Cross-modal Image-text Retrieval ↗](https://doi.org/10.1145/3539618.3591758)**Weijing Chen, Linli Yao, Qin Jin*25 citations*
88. **[SocialDial: A Benchmark for Socially-Aware Dialogue Systems ↗](https://doi.org/10.1145/3539618.3591877)**Haolan Zhan, Zhuang Li, Yufei Wang et al.*24 citations*
89. **[Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation ↗](https://doi.org/10.1145/3539618.3591679)**Hanwen Du, Huanhuan Yuan, Pengpeng Zhao et al.*23 citations*
90. **[Introducing MBIB - The First Media Bias Identification Benchmark Task and Dataset Collection ↗](https://doi.org/10.1145/3539618.3591882)**Martin Paul Wessel, Tomáš Horych, Terry Ruas et al.*23 citations*
91. **[Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction ↗](https://doi.org/10.1145/3539618.3591763)**Yunzhi Yao, Shengyu Mao, Ningyu Zhang et al.*23 citations*
92. **[The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples ↗](https://doi.org/10.1145/3539618.3592070)**Ziheng Chen, Fabrizio Silvestri, Jia Wang et al.*23 citations*
93. **[Learnable Pillar-based Re-ranking for Image-Text Retrieval ↗](https://doi.org/10.1145/3539618.3591712)**Leigang Qu, Meng Liu, Wenjie Wang et al.*22 citations*
94. **[M2EU: Meta Learning for Cold-start Recommendation via Enhancing User Preference Estimation ↗](https://doi.org/10.1145/3539618.3591719)**Zhenchao Wu, Zhou Xiao*22 citations*
95. **[MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs ↗](https://doi.org/10.1145/3539618.3591898)**Jifan Yu, Mengying Lu, Qingyang Zhong et al.*22 citations*
96. **[Next Basket Recommendation with Intent-aware Hypergraph Adversarial Network ↗](https://doi.org/10.1145/3539618.3591742)**Ran Li, Liang Zhang, Guannan Liu et al.*22 citations*
97. **[Time-interval Aware Share Recommendation via Bi-directional Continuous Time Dynamic Graphs ↗](https://doi.org/10.1145/3539618.3591775)**Ziwei Zhao, Xi Zhu, Tong Xu et al.*22 citations*
98. **[Constructing Tree-based Index for Efficient and Effective Dense Retrieval ↗](https://doi.org/10.1145/3539618.3591651)**Haitao Li, Qingyao Ai, Jingtao Zhan et al.*21 citations*
99. **[Edge-cloud Collaborative Learning with Federated and Centralized Features ↗](https://doi.org/10.1145/3539618.3591976)**Zexi Li, Qunwei Li, Yi Zhou et al.*21 citations*
100. **[Extending Label Aggregation Models with a Gaussian Process to Denoise Crowdsourcing Labels ↗](https://doi.org/10.1145/3539618.3591685)**Dan Li, Maarten de Rijke*21 citations*

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