📰 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.

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 ↗Wayne Xin Zhao, Jing Liu, Ruiyang Ren et al.204 citations
2. Personalized Prompt Learning for Explainable Recommendation ↗Lei Li, Yongfeng Zhang, Li Chen169 citations
3. DiffuRec: A Diffusion Model for Sequential Recommendation ↗Zihao Li, Aixin Sun, Chenliang Li163 citations
4. Contrastive Self-supervised Learning in Recommender Systems: A Survey ↗Mengyuan Jing, Yanmin Zhu, Tianzi Zang et al.118 citations
5. DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing ↗Chaoran Cui, Yumo Yao, Chunyun Zhang et al.100 citations
6. CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System ↗Chongming Gao, Shiqi Wang, Shijun Li et al.92 citations
7. Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation ↗Mingshi Yan, Zhiyong Cheng, Chen Gao et al.89 citations
8. Quotation Recommendation for Multi-party Online Conversations Based on Semantic and Topic Fusion ↗Lingzhi Wang, Xingshan Zeng, Kam‐Fai Wong87 citations
9. PARADE: Passage Representation Aggregation forDocument Reranking ↗Canjia Li, Andrew Yates, Sean MacAvaney et al.79 citations
10. On the Effectiveness of Sampled Softmax Loss for Item Recommendation ↗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 ↗Wayne Xin Zhao, Jing Liu, Ruiyang Ren et al.204 citations
2. Personalized Prompt Learning for Explainable Recommendation ↗Lei Li, Yongfeng Zhang, Li Chen169 citations
3. DiffuRec: A Diffusion Model for Sequential Recommendation ↗Zihao Li, Aixin Sun, Chenliang Li163 citations
4. Contrastive Self-supervised Learning in Recommender Systems: A Survey ↗Mengyuan Jing, Yanmin Zhu, Tianzi Zang et al.118 citations
5. DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing ↗Chaoran Cui, Yumo Yao, Chunyun Zhang et al.100 citations
6. CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System ↗Chongming Gao, Shiqi Wang, Shijun Li et al.92 citations
7. Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation ↗Mingshi Yan, Zhiyong Cheng, Chen Gao et al.89 citations
8. Quotation Recommendation for Multi-party Online Conversations Based on Semantic and Topic Fusion ↗Lingzhi Wang, Xingshan Zeng, Kam‐Fai Wong87 citations
9. PARADE: Passage Representation Aggregation forDocument Reranking ↗Canjia Li, Andrew Yates, Sean MacAvaney et al.79 citations
10. On the Effectiveness of Sampled Softmax Loss for Item Recommendation ↗Jiancan Wu, Xiang Wang, Xingyu Gao et al.77 citations
11. AutoML for Deep Recommender Systems: A Survey ↗Ruiqi Zheng, Liang Qu, Bin Cui et al.75 citations
12. A Diffusion Model for POI Recommendation ↗Yifang Qin, Hongjun Wu, Wei Ju et al.73 citations
13. An Analysis of Fusion Functions for Hybrid Retrieval ↗Sebastian Bruch, Siyu Gai, Amir Ingber65 citations
14. Federated User Modeling from Hierarchical Information ↗Qi Liu, Jinze Wu, Zhenya Huang et al.62 citations
15. Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation ↗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 ↗Yazhou Zhang, Ao Jia, Bo Wang et al.55 citations
17. Contrastive Learning for Legal Judgment Prediction ↗Han Zhang, Zhicheng Dou, Yutao Zhu et al.52 citations
18. Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation ↗Yang Yang, Zhang Chubing, Xin Ya Song et al.49 citations
19. SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations ↗Jingtong Gao, Xiangyu Zhao, Muyang Li et al.48 citations
20. Triple Sequence Learning for Cross-domain Recommendation ↗Haokai Ma, Ruobing Xie, Lei Meng et al.48 citations
21. Neural Architecture Search for GNN-Based Graph Classification ↗Lanning Wei, Huan Zhao, Zhiqiang He et al.44 citations
22. A Next Basket Recommendation Reality Check ↗Ming Li, Sami Jullien, Mozhdeh Ariannezhad et al.43 citations
23. A Variational Neural Architecture for Skill-based Team Formation ↗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 ↗Chang Meng, Ziqi Zhao, Wei Guo et al.43 citations
25. Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing ↗Jiajun Cui, Zeyuan Chen, Aimin Zhou et al.41 citations

See all 127 papers in 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 QuestionsACM Transactions on Information SystemsLei Huang, Weijiang Yu, Weitao Ma, et al.2023 · 3,222 citations
2. Large Language Models for Information Retrieval: A SurveyACM Transactions on Information SystemsYutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong Wen2023 · 335 citations

🧭 Top topics

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

🧠Language models & pretraining (2)🔍Information retrieval & search (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🎓Hong Kong Polytechnic UniversityHong Kong · China1 work here🎓Harbin Institute of TechnologyHarbin · China1 work here🏢Huawei TechnologiesShenzhen · China1 work here🎓Renmin University of ChinaBeijing · China1 work here

works and citations from OpenAlex and our library.

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