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SIGIR 2024 — accepted papers

SIGIR 2024 is the 2024 edition of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). OpenAlex lists 389 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 389papers in the proceedings 1work in our library 47citations of these works

Most cited papers

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

  1. C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang et al.485 citations · our summary
  2. The Power of Noise: Redefining Retrieval for RAG Systems ↗Florin Cuconasu, Giovanni Trappolini, Federico Siciliano et al.215 citations
  3. GraphGPT: Graph Instruction Tuning for Large Language Models ↗Jiabin Tang, Yuhao Yang, Wei Wei et al.199 citations
  4. Large Language Models can Accurately Predict Searcher Preferences ↗Paul Thomas, Seth E. Spielman, Nick Craswell et al.168 citations
  5. Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering ↗Zhentao Xu, Missy Meine C. Dela Cruz, Matthew Guevara et al.160 citations
  6. Data-efficient Fine-tuning for LLM-based Recommendation ↗Xinyu Lin, Wenjie Wang, Yongqi Li et al.157 citations
  7. Evaluating Retrieval Quality in Retrieval-Augmented Generation ↗Alireza Salemi, Hamed Zamani155 citations
  8. LLaRA: Large Language-Recommendation Assistant ↗Jiayi Liao, Sihang Li, Zhengyi Yang et al.128 citations
  9. Fine-Tuning LLaMA for Multi-Stage Text RetrievalXueguang Ma, Liang Wang, Nan Yang et al.120 citations · our summary
  10. On Generative Agents in Recommendation ↗An Zhang, Yuxin Chen, Leheng Sheng et al.113 citations

All accepted papers (389)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang et al.485 citations · our summary
  2. The Power of Noise: Redefining Retrieval for RAG Systems ↗Florin Cuconasu, Giovanni Trappolini, Federico Siciliano et al.215 citations
  3. GraphGPT: Graph Instruction Tuning for Large Language Models ↗Jiabin Tang, Yuhao Yang, Wei Wei et al.199 citations
  4. Large Language Models can Accurately Predict Searcher Preferences ↗Paul Thomas, Seth E. Spielman, Nick Craswell et al.168 citations
  5. Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering ↗Zhentao Xu, Missy Meine C. Dela Cruz, Matthew Guevara et al.160 citations
  6. Data-efficient Fine-tuning for LLM-based Recommendation ↗Xinyu Lin, Wenjie Wang, Yongqi Li et al.157 citations
  7. Evaluating Retrieval Quality in Retrieval-Augmented Generation ↗Alireza Salemi, Hamed Zamani155 citations
  8. LLaRA: Large Language-Recommendation Assistant ↗Jiayi Liao, Sihang Li, Zhengyi Yang et al.128 citations
  9. Fine-Tuning LLaMA for Multi-Stage Text RetrievalXueguang Ma, Liang Wang, Nan Yang et al.120 citations · our summary
  10. On Generative Agents in Recommendation ↗An Zhang, Yuxin Chen, Leheng Sheng et al.113 citations
  11. When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications ↗Qidong Liu, Xian Wei Wu, Xiangyu Zhao et al.93 citations
  12. Denoising Diffusion Recommender Model ↗Jujia Zhao, Wenjie Wang, Yiyan Xu et al.88 citations
  13. Large Language Models for Next Point-of-Interest Recommendation ↗Peibo Li, Maarten de Rijke, Hao Xue et al.88 citations
  14. TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems ↗Peiyan Zhang, Yuchen Yan, Xi Zhang et al.88 citations
  15. SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation ↗Yuxi Liu, Lianghao Xia, Chao Huang63 citations
  16. A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models ↗Shengyao Zhuang, Honglei Zhuang, Bevan Koopman et al.60 citations
  17. CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation ↗Xiaolong Xu, Hongsheng Dong, Lianyong Qi et al.57 citations
  18. Disentangled Contrastive Hypergraph Learning for Next POI Recommendation ↗Yantong Lai, Yijun Su, Lingwei Wei et al.55 citations
  19. LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval ↗Zhenyu Yang, Dizhan Xue, Shengsheng Qian et al.54 citations
  20. MACRec: A Multi-Agent Collaboration Framework for Recommendation ↗Zhefan Wang, Yuanqing Yu, Wendi Zheng et al.54 citations
  21. Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation ↗Alireza Salemi, Surya Teja Kallumadi, Hamed Zamani52 citations
  22. Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation ↗Mingshi Yan, Fan Liu, Jing Sun et al.51 citations
  23. LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction ↗Chenhao Fang, Xiaohan Li, Zezhong Fan et al.51 citations
  24. Large Language Models and Future of Information Retrieval: Opportunities and Challenges ↗ChengXiang Zhai49 citations
  25. Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations ↗Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli et al.48 citations

See all 389 papers in SIGIR 2024 — accepted papers →

 Papers with our summary in our library (1)

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

  1. ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Abdelrahman Abdallah, Mahmoud Kasem, Mahmoud Abdalla, et al.2024 · 47 citations

 Top topics

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

Question answering (1)Semitic languages (1)Information retrieval & search (1)

 Fields

Arts and Humanities (1)Computer Science (1)

 Top authors

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

🧑‍🔬Adam Jatowt1 work here · 47 citations

 Top institutions

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

🎓Universität InnsbruckInnsbruck · Austria1 work here🎓Assiut UniversityAsyut · Egypt1 work here

works and citations from OpenAlex and our library.

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