📰 SIGIR 2023 — accepted papers

SIGIR 2023 is the 2023 edition of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). OpenAlex lists 465 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

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

1. Diffusion Recommender Model ↗Wenjie Wang, Yiyan Xu, Fuli Feng et al.285 citations
2. Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? ↗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 ↗Zheng Yuan, Fajie Yuan, Yu Song et al.196 citations
4. Disentangled Contrastive Collaborative Filtering ↗Xubin Ren, Lianghao Xia, Jiashu Zhao et al.158 citations
5. Frequency Enhanced Hybrid Attention Network for Sequential Recommendation ↗Xinyu Du, Huanhuan Yuan, Pengpeng Zhao et al.144 citations
6. Spatio-Temporal Hypergraph Learning for Next POI Recommendation ↗Xiaodong Yan, Tengwei Song, Yifeng Jiao et al.123 citations
7. Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning ↗Ke Liang, Lingyuan Meng, Meng Liu et al.118 citations
8. Generative-Contrastive Graph Learning for Recommendation ↗Yonghui Yang, Zhengwei Wu, Le Wu et al.106 citations
9. Aligning Distillation For Cold-start Item Recommendation ↗Feiran Huang, Zefan Wang, Xiao Xia Huang et al.102 citations
10. Graph Transformer for Recommendation ↗Chaoliu Li, Lianghao Xia, Xubin Ren et al.88 citations

All accepted papers (465)

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

1. Diffusion Recommender Model ↗Wenjie Wang, Yiyan Xu, Fuli Feng et al.285 citations
2. Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? ↗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 ↗Zheng Yuan, Fajie Yuan, Yu Song et al.196 citations
4. Disentangled Contrastive Collaborative Filtering ↗Xubin Ren, Lianghao Xia, Jiashu Zhao et al.158 citations
5. Frequency Enhanced Hybrid Attention Network for Sequential Recommendation ↗Xinyu Du, Huanhuan Yuan, Pengpeng Zhao et al.144 citations
6. Spatio-Temporal Hypergraph Learning for Next POI Recommendation ↗Xiaodong Yan, Tengwei Song, Yifeng Jiao et al.123 citations
7. Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning ↗Ke Liang, Lingyuan Meng, Meng Liu et al.118 citations
8. Generative-Contrastive Graph Learning for Recommendation ↗Yonghui Yang, Zhengwei Wu, Le Wu et al.106 citations
9. Aligning Distillation For Cold-start Item Recommendation ↗Feiran Huang, Zefan Wang, Xiao Xia Huang et al.102 citations
10. Graph Transformer for Recommendation ↗Chaoliu Li, Lianghao Xia, Xubin Ren et al.88 citations
11. LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems ↗Langming Liu, Liu Cai, Chi Zhang et al.86 citations
12. RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses ↗Honglei Zhuang, Zhen Qin, Rolf Jagerman et al.83 citations
13. Multi-behavior Self-supervised Learning for Recommendation ↗Jingcao Xu, Chaokun Wang, Cheng Wu et al.80 citations
14. Proactive Conversational Agents in the Post-ChatGPT World ↗Lizi Liao, Grace Hui Yang, Chirag Suresh Shah78 citations
15. Adaptive Graph Representation Learning for Next POI Recommendation ↗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 ↗Yunhu Ye, Binyuan Hui, Min Yang et al.77 citations
17. Prompt Learning for News Recommendation ↗Zizhuo Zhang, Bang Wang76 citations
18. Graph Collaborative Signals Denoising and Augmentation for Recommendation ↗Ziwei Fan, Ke Xu, Dong Xiang Zhang et al.71 citations
19. LightGT: A Light Graph Transformer for Multimedia Recommendation ↗Yinwei Wei, Wenqi Liu, Fan Liu et al.70 citations
20. SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval ↗Haitao Li, Qingyao Ai, Jia Chen et al.70 citations
21. Best Prompts for Text-to-Image Models and How to Find Them ↗Nikita Pavlichenko, Dmitry Ustalov69 citations
22. End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models ↗Barry Menglong Yao, Aditya Shah, Lichao Sun et al.68 citations
23. Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation ↗Chongming Gao, Kexin Huang, Jiawei Chen et al.66 citations
24. Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting ↗Zhihao Wen, Yuan Fang66 citations
25. Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study ↗Joakim Edin, Alexander Junge, Jakob D. Havtorn et al.64 citations

See all 465 papers in SIGIR 2023 — accepted papers →

📄 Papers with our summary in our library (2)

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

1. C-Pack: Packed Resources For General Chinese EmbeddingsInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Shitao Xiao, Zheng Liu, Peitian Zhang, et al.2023 · 920 citations
2. Fine-Tuning LLaMA for Multi-Stage Text RetrievalInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Xueguang Ma, Liang Wang, Nan Yang, et al.2023 · 254 citations

🧭 Top topics

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

🔍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.

🎓University of WaterlooWaterloo · Canada1 work here🔬Beijing Academy of Artificial IntelligenceBeijing · China1 work here🏢Microsoft Research AsiaBeijing · China1 work here🎓Université de MontréalMontreal · Canada1 work here🎓Renmin University of ChinaBeijing · China1 work here

works and citations from OpenAlex and our library.

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