---
title: "ACM Transactions on Information Systems 2023 — all accepted"
description: "All 127 papers of ACM Transactions on Information Systems 2023 · page 1 of 2, the most cited first; those with our summary link to it."
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# ACM Transactions on Information Systems 2023: all accepted papers

127 papers · page 1 of 2 · the most cited first · [← ACM Transactions on Information Systems 2023](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2023/)

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1. **[Dense Text Retrieval Based on Pretrained Language Models: A Survey ↗](https://doi.org/10.1145/3637870)**Wayne Xin Zhao, Jing Liu, Ruiyang Ren et al.*204 citations*
2. **[Personalized Prompt Learning for Explainable Recommendation ↗](https://doi.org/10.1145/3580488)**Lei Li, Yongfeng Zhang, Li Chen*169 citations*
3. **[DiffuRec: A Diffusion Model for Sequential Recommendation ↗](https://doi.org/10.1145/3631116)**Zihao Li, Aixin Sun, Chenliang Li*163 citations*
4. **[Contrastive Self-supervised Learning in Recommender Systems: A Survey ↗](https://doi.org/10.1145/3627158)**Mengyuan Jing, Yanmin Zhu, Tianzi Zang et al.*118 citations*
5. **[DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing ↗](https://doi.org/10.1145/3638350)**Chaoran Cui, Yumo Yao, Chunyun Zhang et al.*100 citations*
6. **[CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System ↗](https://doi.org/10.1145/3594871)**Chongming Gao, Shiqi Wang, Shijun Li et al.*92 citations*
7. **[Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation ↗](https://doi.org/10.1145/3587693)**Mingshi Yan, Zhiyong Cheng, Chen Gao et al.*89 citations*
8. **[Quotation Recommendation for Multi-party Online Conversations Based on Semantic and Topic Fusion ↗](https://doi.org/10.1145/3594633)**Lingzhi Wang, Xingshan Zeng, Kam‐Fai Wong*87 citations*
9. **[PARADE: Passage Representation Aggregation forDocument Reranking ↗](https://doi.org/10.1145/3600088)**Canjia Li, Andrew Yates, Sean MacAvaney et al.*79 citations*
10. **[On the Effectiveness of Sampled Softmax Loss for Item Recommendation ↗](https://doi.org/10.1145/3637061)**Jiancan Wu, Xiang Wang, Xingyu Gao et al.*77 citations*
11. **[AutoML for Deep Recommender Systems: A Survey ↗](https://doi.org/10.1145/3579355)**Ruiqi Zheng, Liang Qu, Bin Cui et al.*75 citations*
12. **[A Diffusion Model for POI Recommendation ↗](https://doi.org/10.1145/3624475)**Yifang Qin, Hongjun Wu, Wei Ju et al.*73 citations*
13. **[An Analysis of Fusion Functions for Hybrid Retrieval ↗](https://doi.org/10.1145/3596512)**Sebastian Bruch, Siyu Gai, Amir Ingber*65 citations*
14. **[Federated User Modeling from Hierarchical Information ↗](https://doi.org/10.1145/3560485)**Qi Liu, Jinze Wu, Zhenya Huang et al.*62 citations*
15. **[Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation ↗](https://doi.org/10.1145/3592853)**Dongjing Wang, Xin Zhang, Yuyu Yin et al.*57 citations*
16. **[M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition ↗](https://doi.org/10.1145/3593583)**Yazhou Zhang, Ao Jia, Bo Wang et al.*55 citations*
17. **[Contrastive Learning for Legal Judgment Prediction ↗](https://doi.org/10.1145/3580489)**Han Zhang, Zhicheng Dou, Yutao Zhu et al.*52 citations*
18. **[Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation ↗](https://doi.org/10.1145/3597022)**Yang Yang, Zhang Chubing, Xin Ya Song et al.*49 citations*
19. **[SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations ↗](https://doi.org/10.1145/3637871)**Jingtong Gao, Xiangyu Zhao, Muyang Li et al.*48 citations*
20. **[Triple Sequence Learning for Cross-domain Recommendation ↗](https://doi.org/10.1145/3638351)**Haokai Ma, Ruobing Xie, Lei Meng et al.*48 citations*
21. **[Neural Architecture Search for GNN-Based Graph Classification ↗](https://doi.org/10.1145/3584945)**Lanning Wei, Huan Zhao, Zhiqiang He et al.*44 citations*
22. **[A Next Basket Recommendation Reality Check ↗](https://doi.org/10.1145/3587153)**Ming Li, Sami Jullien, Mozhdeh Ariannezhad et al.*43 citations*
23. **[A Variational Neural Architecture for Skill-based Team Formation ↗](https://doi.org/10.1145/3589762)**Radin Hamidi Rad, Hossein Fani, Ebrahim Bagheri A et al.*43 citations*
24. **[Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation ↗](https://doi.org/10.1145/3606369)**Chang Meng, Ziqi Zhao, Wei Guo et al.*43 citations*
25. **[Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing ↗](https://doi.org/10.1145/3580595)**Jiajun Cui, Zeyuan Chen, Aimin Zhou et al.*41 citations*
26. **[Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation ↗](https://doi.org/10.1145/3617827)**Han Liu, Yinwei Wei, Fan Liu et al.*40 citations*
27. **[Hierarchical Transformer with Spatio-temporal Context Aggregation for Next Point-of-interest Recommendation ↗](https://doi.org/10.1145/3597930)**Jiayi Xie, Zhenzhong Chen*40 citations*
28. **[Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation ↗](https://doi.org/10.1145/3626091)**Zhongwei Wan, Xin Liu, Benyou Wang et al.*38 citations*
29. **[FairGap: Fairness-Aware Recommendation via Generating Counterfactual Graph ↗](https://doi.org/10.1145/3638352)**Wei Chen, Yiqing Wu, Zhao Zhang et al.*37 citations*
30. **[Efficient On-Device Session-Based Recommendation ↗](https://doi.org/10.1145/3580364)**Xin Xia, Junliang Yu, Qinyong Wang et al.*35 citations*
31. **[Manipulating Visually Aware Federated Recommender Systems and Its Countermeasures ↗](https://doi.org/10.1145/3630005)**Wei Yuan, Shilong Yuan, Chaoqun Yang et al.*33 citations*
32. **[Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews ↗](https://doi.org/10.1145/3604552)**Chuan Qin, Hengshu Zhu, Dazhong Shen et al.*32 citations*
33. **[Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls ↗](https://doi.org/10.1145/3570724)**Hang Li, Ahmed Mourad, Shengyao Zhuang et al.*31 citations*
34. **[Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach ↗](https://doi.org/10.1145/3618107)**Xiaoyu Shi, Quanliang Liu, Hong Ling Xie et al.*30 citations*
35. **[Retrieval for Extremely Long Queries and Documents with RPRS: A Highly Efficient and Effective Transformer-based Re-Ranker ↗](https://doi.org/10.1145/3631938)**Arian Askari, Suzan Verberne, Amin Abolghasemi et al.*30 citations*
36. **[AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing ↗](https://doi.org/10.1145/3593582)**Yan Li Zhao, Liwei Deng, Kai Zheng*29 citations*
37. **[Contrastive Graph Prompt-tuning for Cross-domain Recommendation ↗](https://doi.org/10.1145/3618298)**Zixuan Yi, Iadh Ounis, Craig Macdonald*29 citations*
38. **[Contrastive Multi-view Interest Learning for Cross-domain Sequential Recommendation ↗](https://doi.org/10.1145/3632402)**Tianzi Zang, Yanmin Zhu, Ruohan Zhang et al.*27 citations*
39. **[Robust Collaborative Filtering to Popularity Distribution Shift ↗](https://doi.org/10.1145/3627159)**An Zhang, Wenchang Ma, Jingnan Zheng et al.*26 citations*
40. **[Bi-preference Learning Heterogeneous Hypergraph Networks for Session-based Recommendation ↗](https://doi.org/10.1145/3631940)**Xiaokun Zhang, Bo Xu, Fenglong Ma et al.*25 citations*
41. **[DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation ↗](https://doi.org/10.1145/3617825)**Lei Guo, Hao Liu, Lei Zhu et al.*25 citations*
42. **[Causal Disentangled Recommendation against User Preference Shifts ↗](https://doi.org/10.1145/3593022)**Wenjie Wang, Xinyu Lin, Liuhui Wang et al.*23 citations*
43. **[Information Retrieval Evaluation Measures Defined on Some Axiomatic Models of Preferences ↗](https://doi.org/10.1145/3632171)**Fernando Giner*23 citations*
44. **[Towards Effective and Efficient Sparse Neural Information Retrieval ↗](https://doi.org/10.1145/3634912)**Thibault Formal, Carlos Lassance, Benjamin Piwowarski et al.*23 citations*
45. **[Understanding and Predicting User Satisfaction with Conversational Recommender Systems ↗](https://doi.org/10.1145/3624989)**Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke*23 citations*
46. **[Document-level Relation Extraction via Separate Relation Representation and Logical Reasoning ↗](https://doi.org/10.1145/3597610)**Heyan Huang, Changsen Yuan, Qian Liu et al.*22 citations*
47. **[Incorporating Structural Information into Legal Case Retrieval ↗](https://doi.org/10.1145/3609796)**Yixiao Ma, Yueyue Wu, Qingyao Ai et al.*22 citations*
48. **[Learning to Retrieve User Behaviors for Click-through Rate Estimation ↗](https://doi.org/10.1145/3579354)**Jiarui Qin, Weinan Zhang, Rong Su et al.*22 citations*
49. **[Multi-aspect Graph Contrastive Learning for Review-enhanced Recommendation ↗](https://doi.org/10.1145/3618106)**Ke Wang, Yanmin Zhu, Tianzi Zang et al.*22 citations*
50. **[Ontology-aware Prescription Recommendation in Treatment Pathways Using Multi-evidence Healthcare Data ↗](https://doi.org/10.1145/3579994)**Zijun Yao, Bin Liu, Fei Wang et al.*22 citations*
51. **[Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation ↗](https://doi.org/10.1145/3568395)**Naicheng Guo, Xiaolei Liu, Shaoshuai Li et al.*22 citations*
52. **[The Impact of Judgment Variability on the Consistency of Offline Effectiveness Measures ↗](https://doi.org/10.1145/3596511)**Lida Rashidi, Justin Zobel, Alistair Moffat*22 citations*
53. **[Understanding Diversity in Session-based Recommendation ↗](https://doi.org/10.1145/3600226)**Yin Qing, Hui Fang, Zhu Sun et al.*21 citations*
54. **[An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors ↗](https://doi.org/10.1145/3609797)**Sebastian Bruch, Franco Maria Nardini, Amir Ingber et al.*20 citations*
55. **[H3GNN: Hybrid Hierarchical HyperGraph Neural Network for Personalized Session-based Recommendation ↗](https://doi.org/10.1145/3630002)**Zhizhuo Yin, Kai Han, Pengzi Wang et al.*20 citations*
56. **[Less is More: Removing Redundancy of Graph Convolutional Networks for Recommendation ↗](https://doi.org/10.1145/3632751)**Shaowen Peng, Kazunari Sugiyama, Tsunenori Mine*20 citations*
57. **[Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model ↗](https://doi.org/10.1145/3606368)**Xiaolin Chen, Xuemeng Song, Liqiang Jing et al.*20 citations*
58. **[Semantic Collaborative Learning for Cross-Modal Moment Localization ↗](https://doi.org/10.1145/3620669)**Yupeng Hu, Kun Wang, Meng Liu et al.*20 citations*
59. **[Using Neural and Graph Neural Recommender Systems to Overcome Choice Overload: Evidence From a Music Education Platform ↗](https://doi.org/10.1145/3637873)**Hédi Razgallah, Michail Vlachos, Ahmad Ajalloeian et al.*20 citations*
60. **[Training Robust Deep Collaborative Filtering Models via Adversarial Noise Propagation ↗](https://doi.org/10.1145/3589000)**Hai Chen, Fulan Qian, Chang Liu et al.*19 citations*
61. **[Alleviating Video-length Effect for Micro-video Recommendation ↗](https://doi.org/10.1145/3617826)**Yuhan Quan, Jingtao Ding, Chen Gao et al.*18 citations*
62. **[Cross-domain Recommendation via Dual Adversarial Adaptation ↗](https://doi.org/10.1145/3632524)**Hongzu Su, Jingjing Li, Zhekai Du et al.*18 citations*
63. **[Multi-auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation ↗](https://doi.org/10.1145/3578932)**Jing Yi, Xubin Ren, Zhenzhong Chen*18 citations*
64. **[A Dense Representation Framework for Lexical and Semantic Matching ↗](https://doi.org/10.1145/3582426)**Sheng-Chieh Lin, Jimmy Lin*17 citations*
65. **[Enhancing Recommendation with Search Data in a Causal Learning Manner ↗](https://doi.org/10.1145/3582425)**Zihua Si, Zhongxiang Sun, Xiao Zhang et al.*17 citations*
66. **[Learning from Hierarchical Structure of Knowledge Graph for Recommendation ↗](https://doi.org/10.1145/3595632)**Yingrong Qin, Chen Gao, Shuangqing Wei et al.*16 citations*
67. **[A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability ↗](https://doi.org/10.1145/3605357)**Zhichao Xu, Hansi Zeng, Juntao Tan et al.*15 citations*
68. **[Learning Multi-turn Response Selection in Grounded Dialogues with Reinforced Knowledge and Context Distillation ↗](https://doi.org/10.1145/3584701)**Jiazhan Feng, Chongyang Tao, Xueliang Zhao et al.*15 citations*
69. **[MAN: Memory-augmented Attentive Networks for Deep Learning-based Knowledge Tracing ↗](https://doi.org/10.1145/3589340)**Liangliang He, Xiao Li, Pancheng Wang et al.*15 citations*
70. **[Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning ↗](https://doi.org/10.1145/3633202)**Wenjie Fu, Huandong Wang, Chen Gao et al.*15 citations*
71. **[Relevance Feedback with Brain Signals ↗](https://doi.org/10.1145/3637874)**Ziyi Ye, Xiaohui Xie, Qingyao Ai et al.*15 citations*
72. **[A Multi-channel Next POI Recommendation Framework with Multi-granularity Check-in Signals ↗](https://doi.org/10.1145/3592789)**Zhu Sun, Yu Lei, Lu Zhang et al.*14 citations*
73. **[Group-Based Personalized News Recommendation with Long- and Short-Term Fine-Grained Matching ↗](https://doi.org/10.1145/3584946)**Hongyan Xu, Qiyao Peng, Hongtao Liu et al.*14 citations*
74. **[Invariant Node Representation Learning under Distribution Shifts with Multiple Latent Environments ↗](https://doi.org/10.1145/3604427)**Haoyang Li, Ziwei Zhang, Xin Wang et al.*14 citations*
75. **[SetRank: A Setwise Bayesian Approach for Collaborative Ranking in Recommender System ↗](https://doi.org/10.1145/3626194)**Chao Wang, Hengshu Zhu, Chen Zhu et al.*14 citations*
76. **[Stylized Data-to-text Generation: A Case Study in the E-Commerce Domain ↗](https://doi.org/10.1145/3603374)**Liqiang Jing, Xuemeng Song, Xuming Lin et al.*14 citations*
77. **[Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset ↗](https://doi.org/10.1145/3582002)**Dugang Liu, Pengxiang Cheng, Zinan Lin et al.*13 citations*
78. **[Toward Best Practices for Training Multilingual Dense Retrieval Models ↗](https://doi.org/10.1145/3613447)**Xinyu Zhang, Kelechi Ogueji, Xueguang Ma et al.*13 citations*
79. **[Understanding Feeling-of-Knowing in Information Search: An EEG Study ↗](https://doi.org/10.1145/3611384)**Dominika Michalkova, Mario A. Parra, Yashar Moshfeghi*13 citations*
80. **[Debiased Recommendation with User Feature Balancing ↗](https://doi.org/10.1145/3580594)**Mengyue Yang, Guohao Cai, Furui Liu et al.*12 citations*
81. **[Stopping Methods for Technology-assisted Reviews Based on Point Processes ↗](https://doi.org/10.1145/3631990)**Mark Stevenson, Reem Bin-Hezam*12 citations*
82. **[TSSuBERT: How to Sum Up Multiple Years of Reading in a Few Tweets ↗](https://doi.org/10.1145/3581786)**Alexis Dusart, Karen Pinel-Sauvagnat, Gilles Hubert*12 citations*
83. **[Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement ↗](https://doi.org/10.1145/3579993)**Qiming Li, Zhao Zhang, Fuzhen Zhuang et al.*12 citations*
84. **[A Versatile Framework for Evaluating Ranked Lists in Terms of Group Fairness and Relevance ↗](https://doi.org/10.1145/3589763)**Tetsuya Sakai, Jin Young Kim, In-Ho Kang*11 citations*
85. **[Examining User Heterogeneity in Digital Experiments ↗](https://doi.org/10.1145/3578931)**Sriram Somanchi, Ahmed Abbasi, Ken Kelley et al.*11 citations*
86. **[FASTER: A Dynamic Fairness-assurance Strategy for Session-based Recommender Systems ↗](https://doi.org/10.1145/3586993)**Yao Wu, Jian Cao, Guandong Xu*11 citations*
87. **[Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems ↗](https://doi.org/10.1145/3596510)**Weiwei Sun, Shuyu Guo, Shuo Zhang et al.*11 citations*
88. **[Recognize News Transition from Collective Behavior for News Recommendation ↗](https://doi.org/10.1145/3578362)**Qing Meng, Hui Yan, Bo Liu et al.*11 citations*
89. **[TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation ↗](https://doi.org/10.1145/3582553)**Ronghui Xu, Meng Chen, Yongshun Gong et al.*11 citations*
90. **[A Systematic Review of Cost, Effort, and Load Research in Information Search and Retrieval, 1972–2020 ↗](https://doi.org/10.1145/3583069)**Molly McGregor, Leif A. Azzopardi, Martin J. Halvey*9 citations*
91. **[An Efficient and Robust Semantic Hashing Framework for Similar Text Search ↗](https://doi.org/10.1145/3570725)**Liyang He, Zhenya Huang, Enhong Chen et al.*9 citations*
92. **[An Intent Taxonomy of Legal Case Retrieval ↗](https://doi.org/10.1145/3626093)**Yunqiu Shao, Haitao Li, Yueyue Wu et al.*9 citations*
93. **[Conditional Cross-Platform User Engagement Prediction ↗](https://doi.org/10.1145/3589226)**Xinhang Li, Zhaopeng Qiu, Jiacheng Jiang et al.*9 citations*
94. **[Exploring Dense Retrieval for Dialogue Response Selection ↗](https://doi.org/10.1145/3632750)**Tian Lan, Deng Cai, Yan Wang et al.*9 citations*
95. **[Meta-CRS: A Dynamic Meta-Learning Approach for Effective Conversational Recommender System ↗](https://doi.org/10.1145/3604804)**Yuxin Ni, Yunwen Xia, Hui Fang et al.*9 citations*
96. **[SLED: Structure Learning based Denoising for Recommendation ↗](https://doi.org/10.1145/3611385)**Shengyu Zhang, Tan Jiang, Kun Kuang et al.*9 citations*
97. **[A Dual-branch Learning Model with Gradient-balanced Loss for Long-tailed Multi-label Text Classification ↗](https://doi.org/10.1145/3597416)**Yitong Yao, Jing Zhang, Peng Zhang et al.*8 citations*
98. **[Community Preserving Social Recommendation with Cyclic Transfer Learning ↗](https://doi.org/10.1145/3631115)**Xuelian Ni, Fei Xiong, Shirui Pan et al.*8 citations*
99. **[Data Augmentation for Sample Efficient and Robust Document Ranking ↗](https://doi.org/10.1145/3634911)**Abhijit Anand, Jurek Leonhardt, Jaspreet Singh et al.*8 citations*
100. **[Efficient Neural Ranking Using Forward Indexes and Lightweight Encoders ↗](https://doi.org/10.1145/3631939)**Jurek Leonhardt, Henrik Müller, Koustav Rudra et al.*8 citations*

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