📰 SIGIR 2021 — accepted papers

SIGIR 2021 is the 2021 edition of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). OpenAlex lists 382 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. Self-supervised Graph Learning for RecommendationJiancan Wu, Xiang Wang, Fuli Feng et al.1,488 citations
2. Sequential Recommendation with Graph Neural NetworksJianxin Chang, Chen Gao, Yu Zheng et al.433 citations
3. Causal Intervention for Leveraging Popularity Bias in RecommendationYang Zhang, Fuli Feng, Xiangnan He et al.426 citations
4. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingThibault Formal, Benjamin Piwowarski, Stéphane Clinchant394 citations · our summary
5. Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense RepresentationsJimmy Lin, Xueguang Ma, Sheng-Chieh Lin et al.350 citations
6. Temporal Knowledge Graph Reasoning Based on Evolutional Representation LearningZixuan Li, Xiaolong Jin, Wei Li et al.348 citations
7. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingSebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang et al.293 citations · our summary
8. Hierarchical Multi-modal Contextual Attention Network for Fake News DetectionShengsheng Qian, Jinguang Wang, Jun Hu et al.276 citations
9. User Preference-aware Fake News DetectionYingtong Dou, Kai Shu, Congying Xia et al.272 citations
10. Optimizing Dense Retrieval Model Training with Hard NegativesJingtao Zhan, Jiaxin Mao, Yiqun Liu et al.244 citations

All accepted papers (382)

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

1. Self-supervised Graph Learning for RecommendationJiancan Wu, Xiang Wang, Fuli Feng et al.1,488 citations
2. Sequential Recommendation with Graph Neural NetworksJianxin Chang, Chen Gao, Yu Zheng et al.433 citations
3. Causal Intervention for Leveraging Popularity Bias in RecommendationYang Zhang, Fuli Feng, Xiangnan He et al.426 citations
4. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingThibault Formal, Benjamin Piwowarski, Stéphane Clinchant394 citations · our summary
5. Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense RepresentationsJimmy Lin, Xueguang Ma, Sheng-Chieh Lin et al.350 citations
6. Temporal Knowledge Graph Reasoning Based on Evolutional Representation LearningZixuan Li, Xiaolong Jin, Wei Li et al.348 citations
7. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingSebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang et al.293 citations · our summary
8. Hierarchical Multi-modal Contextual Attention Network for Fake News DetectionShengsheng Qian, Jinguang Wang, Jun Hu et al.276 citations
9. User Preference-aware Fake News DetectionYingtong Dou, Kai Shu, Congying Xia et al.272 citations
10. Optimizing Dense Retrieval Model Training with Hard NegativesJingtao Zhan, Jiaxin Mao, Yiqun Liu et al.244 citations
11. Graph Meta Network for Multi-Behavior RecommendationLianghao Xia, Yong Xu, Chao Huang et al.219 citations
12. WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine LearningKrishna Srinivasan, Karthik Raman, Jiecao Chen et al.208 citations
13. Deconfounded Video Moment Retrieval with Causal InterventionXun Yang, Fuli Feng, Wei Ji et al.197 citations
14. Dynamic Modality Interaction Modeling for Image-Text RetrievalLeigang Qu, Meng Liu, Jianlong Wu et al.186 citations
15. Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueWenjie Wang, Fuli Feng, Xiangnan He et al.173 citations
16. RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education SystemsWeibo Gao, Qi Liu, Zhenya Huang et al.170 citations
17. Empowering News Recommendation with Pre-trained Language ModelsChuhan Wu, Fangzhao Wu, Tao Qi et al.169 citations
18. AutoDebias: Learning to Debias for RecommendationJiawei Chen, Hande Dong, Yang Qiu et al.167 citations
19. ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor AggregationLiangwei Yang, Zhiwei Liu, Yingtong Dou et al.154 citations
20. Learning Passage Impacts for Inverted IndexesAntonio Mallia, Omar Khattab, Torsten Suel et al.152 citations
21. Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training TransformerZhiwei Liu, Ziwei Fan, Yu Wang et al.140 citations
22. Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item RecommendationXinyan Fan, Zheng Liu, Jianxun Lian et al.140 citations
23. Towards Personalized Fairness based on Causal NotionYunqi Li, Hanxiong Chen, Shuyuan Xu et al.139 citations
24. The World is Binary: Contrastive Learning for Denoising Next Basket RecommendationYuqi Qin, Pengfei Wang, Chenliang Li136 citations
25. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement LearningYang Deng, Yaliang Li, Fei Sun et al.131 citations

See all 382 papers in SIGIR 2021 — accepted papers →

📄 Papers with our summary in our library (2)

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

1. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant2021 · 511 citations
2. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Sebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.2021 · 426 citations

🧭 Top topics

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

🔍Information retrieval & search (2)

📚 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.

🔬Centre National de la Recherche ScientifiqueParis · France1 work here🎓TU WienVienna · Austria1 work here🎓University of WaterlooWaterloo · Canada1 work here🎓Sorbonne UniversitéParis · France1 work here🔬LIP6Paris · France1 work here

works and citations from OpenAlex and our library.

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