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SIGIR 2024: all accepted papers

389 papers · page 2 of 4 · the most cited first · ← SIGIR 2024

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  1. Scalable Community Search over Large-scale Graphs based on Graph Transformer ↗Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu et al.17 citations
  2. Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models ↗Vinay Setty17 citations
  3. Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph ↗Zhiyu Fang, Shuai-Long Lei, Xiaobin Zhu et al.17 citations
  4. FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking ↗Vinay Setty16 citations
  5. Generative Retrieval via Term Set Generation ↗Peitian Zhang, Zheng Liu, Yujia Zhou et al.16 citations
  6. Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses ↗Ehsan Kamalloo, Nandan Thakur, Carlos Lassance et al.16 citations
  7. ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement ↗Saurabh Bhausaheb Zinjad, Amrita Bhattacharjee, Amey Bhilegaonkar et al.16 citations
  8. Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking ↗Sara Kemper, Justin Cui, Kai Dicarlantonio et al.16 citations
  9. UniSAR: Modeling User Transition Behaviors between Search and Recommendation ↗Teng Shi, Zihua Si, Jun Xu et al.16 citations
  10. A Reproducibility Study of PLAID ↗Sean MacAvaney, Nicola Tonellotto15 citations
  11. Amazon-KG: A Knowledge Graph Enhanced Cross-Domain Recommendation Dataset ↗Yuhan Wang, Qing Xie, Mengzi Tang et al.15 citations
  12. Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check ↗Linhao Ye, Zhikai Lei, Jianghao Yin et al.15 citations
  13. Cluster-based Partial Dense Retrieval Fused with Sparse Text Retrieval ↗Yingrui Yang, Parker Carlson, Shanxiu He et al.15 citations
  14. Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion ↗Yu Zhao, Ying Zhang, Baohang Zhou et al.15 citations
  15. DHMAE: A Disentangled Hypergraph Masked Autoencoder for Group Recommendation ↗Yingqi Zhao, Haiwei Zhang, Qijie Bai et al.15 citations
  16. Deep Pattern Network for Click-Through Rate Prediction ↗Hengyu Zhang, Junwei Pan, Dapeng Liu et al.15 citations
  17. Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems ↗Jin Huang, Harrie Oosterhuis, Masoud Mansoury et al.15 citations
  18. IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems ↗Fabio Petroni, Federico Siciliano, Fabrizio Silvestri et al.15 citations
  19. MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation ↗Jiahui Xu, Lu Sun, Dengji Zhao15 citations
  20. Towards Robust QA Evaluation via Open LLMs ↗Ehsan Kamalloo, Shivani Upadhyay, Jimmy Lin15 citations
  21. Truth-O-Meter: Handling Multiple Inconsistent Sources Repairing LLM Hallucinations ↗Boris A. Galitsky, Anton Chernyavskiy, Dmitry Ilvovsky15 citations
  22. A Persona-Infused Cross-Task Graph Network for Multimodal Emotion Recognition with Emotion Shift Detection in Conversations ↗Geng Tu, Feng Xiong, Bin Liang et al.14 citations
  23. Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation? ↗Ming Li, Yuanna Liu, Sami Jullien et al.14 citations
  24. CLLP: Contrastive Learning Framework Based on Latent Preferences for Next POI Recommendation ↗Hongli Zhou, Zhihao Jia, Haiyang Zhu et al.14 citations
  25. Course Recommender Systems Need to Consider the Job Market ↗Jibril Frej, Anna Dai, Syrielle Montariol et al.14 citations
  26. Fairness-Aware Exposure Allocation via Adaptive Reranking ↗Thomas Jaenich, Graham McDonald, Iadh Ounis14 citations
  27. GPT4Rec: Graph Prompt Tuning for Streaming Recommendation ↗Peiyan Zhang, Yuchen Yan, Xi Zhang et al.14 citations
  28. Generative Retrieval as Multi-Vector Dense Retrieval ↗Shiguang Wu, Wenda Wei, Mengqi Zhang et al.14 citations
  29. Lightweight Embeddings for Graph Collaborative Filtering ↗Xurong Liang, Tong Chen, Lizhen Cui et al.14 citations
  30. Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy ↗Changshuo Zhang, Sirui Chen, Xiao Zhang et al.14 citations
  31. Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation ↗Jin-Duk Park, Yong-Min Shin, Won-Yong Shin14 citations
  32. Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset ↗Philipp Hager, Romain Deffayet, Jean-Michel Renders et al.14 citations
  33. A Semantic Search Engine for Helping Patients Find Doctors and Locations in a Large Healthcare Organization ↗Mayank Kejriwal, Hamid Haidarian, Min–Hsueh Chiu et al.13 citations
  34. Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models ↗Catherine Chen, Jack Merullo, Carsten Eickhoff13 citations
  35. CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval ↗Christian Lülf, Denis Mayr Lima Martins, Marcos António Vaz Salles et al.13 citations
  36. CaLa: Complementary Association Learning for Augmenting Comoposed Image Retrieval ↗Xintong Jiang, Yaxiong Wang, Mengjian Li et al.13 citations
  37. Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers? ↗Minghan Li, Honglei Zhuang, Kai Hui et al.13 citations
  38. Information Diffusion Prediction via Cascade-Retrieved In-context Learning ↗Ting Zhong, Jienan Zhang, Zhangtao Cheng et al.13 citations
  39. LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation ↗Kaike Zhang, Qi Cao, Yunfan Wu et al.13 citations
  40. "In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval" ↗Andrew Parry, Debasis Ganguly, Manish Chandra12 citations
  41. CaseLink: Inductive Graph Learning for Legal Case Retrieval ↗Yanran Tang, Ruihong Qiu, Hongzhi Yin et al.12 citations
  42. CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models ↗Peiyuan Gong, J. Li, Jiaxin Mao12 citations
  43. Cross-reconstructed Augmentation for Dual-target Cross-domain Recommendation ↗Qingyang Mao, Qi Liu, Zhi Li et al.12 citations
  44. EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems ↗Yuanqing Yu, Chongming Gao, Jiawei Chen et al.12 citations
  45. Interest Clock: Time Perception in Real-Time Streaming Recommendation System ↗Yongchun Zhu, Jingwu Chen, Ling Chen et al.12 citations
  46. Large Language Model Powered Agents for Information Retrieval ↗An Zhang, Yang Deng, Yankai Lin et al.12 citations
  47. MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation ↗Andreea Iana, Goran Glavašš, Heiko Paulheim12 citations
  48. PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking ↗Yuzhang Xie, Jiaying Lu, Joyce C. Ho et al.12 citations
  49. Query Performance Prediction for Conversational Search and Beyond ↗Chuan Meng12 citations
  50. ReCODE: Modeling Repeat Consumption with Neural ODE ↗Sunhao Dai, Changle Qu, Sirui Chen et al.12 citations
  51. Synthetic Query Generation using Large Language Models for Virtual Assistants ↗Sonal Sannigrahi, Thiago Fraga-Silva, Youssef Oualil et al.12 citations
  52. The Treatment of Ties in Rank-Biased Overlap ↗Matteo Corsi, Julián Urbano12 citations
  53. A Taxation Perspective for Fair Re-ranking ↗Chen Xu, Xiaopeng Ye, Wenjie Wang et al.11 citations
  54. Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection ↗Xia Zeng, David La Barbera, Kevin Roitero et al.11 citations
  55. Masked Graph Transformer for Large-Scale Recommendation ↗Huiyuan Chen, Zhe Xu, Chin‐Chia Michael Yeh et al.11 citations
  56. Old IR Methods Meet RAG ↗Oz Huly, Idan Pogrebinsky, David Carmel et al.11 citations
  57. A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage Retrieval ↗Ivica Kostric, Krisztian Balog10 citations
  58. CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora ↗Zijun Long, Xuri Ge, Richard McCreadie et al.10 citations
  59. MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension ↗Zhuo Zhao, Zhiwen Xie, Guangyou Zhou et al.10 citations
  60. MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation ↗Zijie J. Wang, Duen Horng Chau10 citations
  61. Modeling User Fatigue for Sequential Recommendation ↗Nian Li, Xin Ban, Cheng Ling et al.10 citations
  62. Multi-view Mixed Attention for Contrastive Learning on Hypergraphs ↗Jongsoo Lee, Dong‐Kyu Chae10 citations
  63. Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model ↗Enqiang Xu, Yiming Qiu, Junyang Bai et al.10 citations
  64. Poisoning Decentralized Collaborative Recommender System and Its Countermeasures ↗Ruiqi Zheng, Liang Qu, Tong Chen et al.10 citations
  65. Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems ↗Yang Li, Qi’ao Zhao, Chen Lin et al.10 citations
  66. "Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time ↗Scott Rome, Tianwen Chen, Raphael Tang et al.9 citations
  67. A Workbench for Autograding Retrieve/Generate Systems ↗Laura Dietz9 citations
  68. Adaptive In-Context Learning with Large Language Models for Bundle Generation ↗Zhu Sun, Kaidong Feng, Jie Chi Yang et al.9 citations
  69. COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks ↗Lili Zhao, Qi Liu, Linan Yue et al.9 citations
  70. Deep Automated Mechanism Design for Integrating Ad Auction and Allocation in Feed ↗Xuejian Li, Ze Wang, Bingqi Zhu et al.9 citations
  71. Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation ↗Zhe Xu, Daoyuan Chen, Jiayi Kuang et al.9 citations
  72. Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach ↗Tianhao Shi, Yang Zhang, Jizhi Zhang et al.9 citations
  73. Hypergraph Convolutional Network for User-Oriented Fairness in Recommender Systems ↗Zhongxuan Han, Chaochao Chen, Xiaolin Zheng et al.9 citations
  74. Identifiability of Cross-Domain Recommendation via Causal Subspace Disentanglement ↗Jing Du, Zesheng Ye, Bin Guo et al.9 citations
  75. Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures ↗Shuai Wang, Shengyao Zhuang, Guido Zuccon9 citations
  76. MealRec + : A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness ↗Ming Li, Lin Li, Xiaohui Tao et al.9 citations
  77. MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning ↗Ruijie Wang, Yutong Zhang, Jinyang Li et al.9 citations
  78. NFARec: A Negative Feedback-Aware Recommender Model ↗Xinfeng Wang, Fumiyo Fukumoto, Jin Cui et al.9 citations
  79. Prediction of the Realisation of an Information Need: An EEG Study ↗Niall McGuire, Yashar Moshfeghi9 citations
  80. ProCIS: A Benchmark for Proactive Retrieval in Conversations ↗Chris Samarinas, Hamed Zamani9 citations
  81. QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims ↗V Venktesh, Abhijit Anand, Avishek Anand et al.9 citations
  82. Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport ↗Jiajie Su, Chaochao Chen, Weiming Liu et al.9 citations
  83. Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR ↗Nandan Thakur, Luiz Bonifacio, Maik Fröbe et al.9 citations
  84. Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback ↗Qian Dong, Yiding Liu, Qingyao Ai et al.9 citations
  85. A Generic Behavior-Aware Data Augmentation Framework for Sequential Recommendation ↗Jing Xiao, Weike Pan, Zhong Ming8 citations
  86. AutoDCS: Automated Decision Chain Selection in Deep Recommender Systems ↗Dugang Liu, Shenxian Xian, Yuhao Wu et al.8 citations
  87. ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages ↗Bhawna Piryani, Jamshid Mozafari, Adam Jatowt8 citations
  88. EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention ↗Zhen Tian, Wayne Xin Zhao, Changwang Zhang et al.8 citations
  89. Graph Reasoning Enhanced Language Models for Text-to-SQL ↗Zheng Gong, Ying Qiu Sun8 citations
  90. Mutual Information-based Preference Disentangling and Transferring for Non-overlapped Multi-target Cross-domain Recommendations ↗Zhi Li, Daichi Amagata, Yihong Zhang et al.8 citations
  91. Neural Passage Quality Estimation for Static Pruning ↗Xuejun Chang, Debabrata Mishra, Craig Macdonald et al.8 citations
  92. SPLATE: Sparse Late Interaction Retrieval ↗Thibault Formal, Stéphane Clinchant, Hervé Déjean et al.8 citations
  93. SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval ↗Zihao Li, Yuyi Ao, Jingrui He8 citations
  94. TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning ↗Jing Zhu, Xiang Song, Vassilis N. Ioannidis et al.8 citations
  95. Treatment Effect Estimation for User Interest Exploration on Recommender Systems ↗Jiaju Chen, Wenjie Wang, Chongming Gao et al.8 citations
  96. UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching ↗Quanxing Zha, Xin Liu, Yiu‐ming Cheung et al.8 citations
  97. A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network ↗Yucen Gao, Wei Liu, Jianxiong Guo et al.7 citations
  98. An Empirical Analysis on Multi-turn Conversational Recommender Systems ↗Lu Zhang, Chen Li, Yu Lei et al.7 citations
  99. Capability-aware Prompt Reformulation Learning for Text-to-Image Generation ↗Jingtao Zhan, Qingyao Ai, Yiqun Liu et al.7 citations
  100. Dimension Importance Estimation for Dense Information Retrieval ↗Guglielmo Faggioli, Nicola Ferro, Raffaele Perego et al.7 citations

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