---
title: "ACM Transactions on Information Systems 2023 — papers"
description: "ACM Transactions on Information Systems 2023 — papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2023/"
---
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# ACM Transactions on Information Systems 2023 — papers

The works of ACM Transactions on Information Systems published in 2023 that our library holds: 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**127** works that year](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2023/#works) · [**3,557** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2023/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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*

## All works of the year (127)

The most cited first; 2 with our summary link to their page here, the others to the original.

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*

[See all 127 papers in ACM Transactions on Information Systems 2023 — papers →](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2023/papers/)

## Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions](https://md.research.elamur.ai/free/en/papers/huang-2023-survey-hallucination-large-language-models/) [ACM Transactions on Information Systems](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/)**Lei Huang, Weijiang Yu, Weitao Ma, et al.*2023 · 3,222 citations*
2. **[Large Language Models for Information Retrieval: A Survey](https://md.research.elamur.ai/free/en/papers/zhu-2023-large-language-models-information-retrieval/) [ACM Transactions on Information Systems](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/)**Yutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong Wen*2023 · 335 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (2)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Bing Qin**1 work here · 3,222 citations](https://md.research.elamur.ai/free/en/authors/bing-qin/) · [🧑‍🔬**Qianglong Chen**1 work here · 3,222 citations](https://md.research.elamur.ai/free/en/authors/qianglong-chen/) · [🧑‍🔬**Ting Liu**1 work here · 3,222 citations](https://md.research.elamur.ai/free/en/authors/ting-liu/) · [🧑‍🔬**Weihua Peng**1 work here · 3,222 citations](https://md.research.elamur.ai/free/en/authors/weihua-peng/) · [🧑‍🔬**Xiaocheng Feng**1 work here · 3,222 citations](https://md.research.elamur.ai/free/en/authors/xiaocheng-feng/) · [🧑‍🔬**Zhangyin Feng**1 work here · 3,222 citations](https://md.research.elamur.ai/free/en/authors/zhangyin-feng/) · [🧑‍🔬**Ji-Rong Wen**1 work here · 335 citations](https://md.research.elamur.ai/free/en/authors/ji-rong-wen/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Hong Kong Polytechnic University** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) · [🎓**Harbin Institute of Technology** Harbin · China 1 work here](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🏢**Huawei Technologies** Shenzhen · China 1 work here](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) · [🎓**Renmin University of China** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/)

works and citations from OpenAlex and our library.

- [↑ back to ACM Transactions on Information Systems](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/)