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SIGIR 2022: all accepted papers

444 papers · page 3 of 5 · the most cited first · ← SIGIR 2022

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  1. PERD: Personalized Emoji Recommendation with Dynamic User Preference ↗Xuanzhi Zheng, Guoshuai Zhao, Li Zhu et al.17 citations
  2. PKG ↗Yang Yu, Jiangxu Lin, Xiaolian Zhang et al.17 citations
  3. AutoLossGen: Automatic Loss Function Generation for Recommender Systems ↗Zelong Li, Jianchao Ji, Yingqiang Ge et al.16 citations
  4. Competitive Search ↗Oren Kurland, Moshe Tennenholtz16 citations
  5. Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2 ↗Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira et al.16 citations
  6. EFLEC: Efficient Feature-LEakage Correction in GNN based Recommendation Systems ↗Ishaan Kumar, Yaochen Hu, Yingxue Zhang16 citations
  7. HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction ↗Zuowu Zheng, Changwang Zhang, Xiaofeng Gao et al.16 citations
  8. ReMeDi ↗Guojun Yan, Jiahuan Pei, Pengjie Ren et al.16 citations
  9. Relation-Guided Few-Shot Relational Triple Extraction ↗Xin Cong, Jiawei Sheng, Shiyao Cui et al.16 citations
  10. Target-aware Abstractive Related Work Generation with Contrastive Learning ↗Xiuying Chen, Hind Alamro, Mingzhe Li et al.16 citations
  11. An Auto Encoder-based Dimensionality Reduction Technique for Efficient Entity Linking in Business Phone Conversations ↗Md Tahmid Rahman Laskar, Cheng Chen, Jonathan Johnston et al.15 citations
  12. Towards Event-level Causal Relation Identification ↗Chuang Fan, Daoxing Liu, Libo Qin et al.15 citations
  13. Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding ↗Penghui Wei, Shaoguo Liu, Xuanhua Yang et al.15 citations
  14. Why Don't You Click ↗Ziyi Ye, Xiaohui Xie, Yiqun Liu et al.15 citations
  15. Zero-shot Query Contextualization for Conversational Search ↗Antonios Minas Krasakis, Andrew Yates, Evangelos Kanoulas15 citations
  16. A Python Interface to PISA! ↗Sean MacAvaney, Craig Macdonald14 citations
  17. Deep Multi-Representational Item Network for CTR Prediction ↗Jihai Zhang, Fangquan Lin, Cheng Zhong Yang et al.14 citations
  18. ELECRec: Training Sequential Recommenders as Discriminators ↗Yongjun Chen, Jia Li, Caiming Xiong14 citations
  19. Gender Fairness in Information Retrieval Systems ↗Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi et al.14 citations
  20. HTKG ↗Yuxiang Zhang, Tao Jiang, Tianyu Yang et al.14 citations
  21. Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking ↗Qian Dong, Yiding Liu, Suqi Cheng et al.14 citations
  22. Information Need Awareness ↗Dominika Michalkova, Mario A. Parra, Yashar Moshfeghi14 citations
  23. Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation ↗Xiaocong Chen, Lina Yao, Julian McAuley et al.14 citations
  24. Modeling User Behavior With Interaction Networks for Spam Detection ↗Prabhat Agarwal, Manisha Srivastava, Vishwakarma Singh et al.14 citations
  25. On Optimizing Top-K Metrics for Neural Ranking Models ↗Rolf Jagerman, Zhen Qin, Xuanhui Wang et al.14 citations
  26. On the Role of Relevance in Natural Language Processing Tasks ↗Artsiom Sauchuk, James Peter Thorne, Alon Y. Halevy et al.14 citations
  27. P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning ↗Xiaomeng Hu, Shi Yu, Chenyan Xiong et al.14 citations
  28. Point Prompt Tuning for Temporally Language Grounding ↗Zeng YaWen14 citations
  29. The Istella22 Dataset ↗Domenico Dato, Sean MacAvaney, Franco Maria Nardini et al.14 citations
  30. Users and Contemporary SERPs ↗Nirmal Roy, David Maxwell, Claudia Hauff14 citations
  31. ACORDAR ↗Tengteng Lin, Qiaosheng Chen, Gong Cheng et al.13 citations
  32. Aspect Feature Distillation and Enhancement Network for Aspect-based Sentiment Analysis ↗Rui Liu, Jiahao Cao, Nannan Sun et al.13 citations
  33. BSAL ↗Bisheng Li, Min Zhou, Shengzhong Zhang et al.13 citations
  34. Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation ↗Guogang Liao, Xiaowen Shi, Ze Wang et al.13 citations
  35. Determinantal Point Process Likelihoods for Sequential Recommendation ↗Yuli Liu, Christian Walder, Lexing Xie13 citations
  36. Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives ↗Wei Wang, Liangzhu Ge, Jingqiao Zhang et al.13 citations
  37. L3E-HD: A Framework Enabling Efficient Ensemble in High-Dimensional Space for Language Tasks ↗Fangxin Liu, Haoming Li, Xiaokang Yang et al.13 citations
  38. Learning-to-Rank at the Speed of Sampling ↗Harrie Oosterhuis13 citations
  39. LightSGCN ↗Haoxin Liu13 citations
  40. Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching ↗Ronak Pradeep, Yilin Li, Yuetong Wang et al.13 citations
  41. NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs ↗Wen Zhang, Xiangnan Chen, Zhen Yao et al.13 citations
  42. Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective ↗Ying Zhou, Xuanang Chen, Ben He et al.13 citations
  43. Towards Results-level Proportionality for Multi-objective Recommender Systems ↗Ladislav Peška, Patrik Dokoupil13 citations
  44. Translation-Based Implicit Annotation Projection for Zero-Shot Cross-Lingual Event Argument Extraction ↗Chenwei Lou, Jun Gao, Changlong Yu et al.13 citations
  45. A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism ↗Han Liu, Siyang Zhao, Xiaotong Zhang et al.12 citations
  46. Adversarial Graph Perturbations for Recommendations at Scale ↗Huiyuan Chen, Kaixiong Zhou, Kwei-Herng Lai et al.12 citations
  47. An MLP-based Algorithm for Efficient Contrastive Graph Recommendations ↗Siwei Liu, Iadh Ounis, Craig Macdonald12 citations
  48. Animating Images to Transfer CLIP for Video-Text Retrieval ↗Yu Liu, Huai Chen, Lianghua Huang et al.12 citations
  49. Beyond Opinion Mining ↗Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara et al.12 citations
  50. Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification ↗Kai Zhang, Qi Liu, Zhenya Huang et al.12 citations
  51. Interactive Query Clarification and Refinement via User Simulation ↗Pierre Erbacher, Ludovic Denoyer, Laure Soulier12 citations
  52. Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction ↗Likang Wu, Hao Wang, Enhong Chen et al.12 citations
  53. ReNeuIR: Reaching Efficiency in Neural Information Retrieval ↗Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini12 citations
  54. State Encoders in Reinforcement Learning for Recommendation ↗Jin Huang, Harrie Oosterhuis, Bunyamin Cetinkaya et al.12 citations
  55. An Inspection of the Reproducibility and Replicability of TCT-ColBERT ↗Xiao Wang, Sean MacAvaney, Craig Macdonald et al.11 citations
  56. Bilateral Self-unbiased Learning from Biased Implicit Feedback ↗Jae-woong Lee, Seongmin Park, Joonseok Lee et al.11 citations
  57. Dual Pseudo Supervision for Semi-Supervised Text Classification with a Reliable Teacher ↗Shujie Li, Min Yang, Chengming Li et al.11 citations
  58. H-ERNIE ↗Xiaokai Chu, Jiashu Zhao, Lixin Zou et al.11 citations
  59. KETCH ↗Limeng Cui, Dongwon Lee11 citations
  60. Learned Token Pruning in Contextualized Late Interaction over BERT (ColBERT) ↗Carlos Lassance, Maroua Maachou, Joo‐Hee Park et al.11 citations
  61. Multi-CPR ↗Dingkun Long, Qiong Gao, Kuan Zou et al.11 citations
  62. Progressive Self-Attention Network with Unsymmetrical Positional Encoding for Sequential Recommendation ↗Yuehua Zhu, Bo Huang, Shaohua Jiang et al.11 citations
  63. Table Enrichment System for Machine Learning ↗Yuyang Dong, Masafumi Oyamada11 citations
  64. Tensor-based Graph Modularity for Text Data Clustering ↗Rafika Boutalbi, Mira Ait-Saada, Anastasiia Iurshina et al.11 citations
  65. Unify Local and Global Information for Top-N Recommendation ↗Xiaoming Liu, Shaocong Wu, Zhaohan Zhang et al.11 citations
  66. iRec: An Interactive Recommendation Framework ↗Thiago Silva, Nícollas Silva, Heitor Werneck et al.11 citations
  67. Ada-Ranker ↗Xinyan Fan, Jianxun Lian, Wayne Xin Zhao et al.10 citations
  68. Axiomatic Retrieval Experimentation with ir_axioms ↗Alexander Bondarenko, Maik Fröbe, Jan Heinrich Reimer et al.10 citations
  69. Biographical Semi-Supervised Relation Extraction Dataset ↗Alistair Plum, Tharindu Ranasinghe, Spencer Jones et al.10 citations
  70. CTnoCVR ↗Dandan Zhang, Haotian Wu, Guanqi Zeng et al.10 citations
  71. Continual Learning Dialogue Systems - Learning during Conversation ↗Sahisnu Mazumder, Bing Liu10 citations
  72. CorED ↗Jiawei Sheng, Rui Qi Sun, Shu Guo et al.10 citations
  73. Implicit Feedback for Dense Passage Retrieval ↗Shengyao Zhuang, Hang Li, Guido Zuccon10 citations
  74. MIMICS-Duo ↗Leila Tavakoli, Johanne R. Trippas, Hamed Zamani et al.10 citations
  75. MetaCVR ↗Xiaofeng Pan, Ming Li, Jing Zhang et al.10 citations
  76. Unifying Cross-lingual Summarization and Machine Translation with Compression Rate ↗Yu Bai, Heyan Huang, Kai Fan et al.10 citations
  77. What Makes the Story Forward? ↗Li Lin, Yixin Cao, Lifu Huang et al.10 citations
  78. An Industrial Framework for Cold-Start Recommendation in Zero-Shot Scenarios ↗Zhaoxin Huan, Gongduo Zhang, Xiaolu Zhang et al.9 citations
  79. Applications and Future of Dense Retrieval in Industry ↗Yubin Kim9 citations
  80. DIANES ↗Xiaoxiao Shang, Zhiyuan Peng, Qiming Yuan et al.9 citations
  81. Human Preferences as Dueling Bandits ↗Xinyi Yan, Chengxi Luo, Charles L. A. Clarke et al.9 citations
  82. Modality-Balanced Embedding for Video Retrieval ↗Xun Wang, Bingqing Ke, Xuanping Li et al.9 citations
  83. NAS-CTR ↗Guanghui Zhu, Feng Cheng, Defu Lian et al.9 citations
  84. Posterior Probability Matters ↗Penghui Wei, Weimin Zhang, Ruijie Hou et al.9 citations
  85. Probabilistic Permutation Graph Search ↗Ali Vardasbi, Fatemeh Sarvi, Maarten de Rijke9 citations
  86. TARexp ↗Eugene Yang, David D. Lewis9 citations
  87. A Meta-learning Approach to Fair Ranking ↗Yuan Wang, Zhiqiang Tao, Yi Fang8 citations
  88. Adversarial Filtering Modeling on Long-term User Behavior Sequences for Click-Through Rate Prediction ↗Xiaochen Li, Jian Liang, Xialong Liu et al.8 citations
  89. Bias Mitigation for Toxicity Detection via Sequential Decisions ↗Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva et al.8 citations
  90. Cross-Probe BERT for Fast Cross-Modal Search ↗Tan Yu, Hongliang Fei, Ping Li8 citations
  91. Deep Knowledge Graph Representation Learning for Completion, Alignment, and Question Answering ↗Soumen Chakrabarti8 citations
  92. Denoising Time Cycle Modeling for Recommendation ↗Sicong Xie, Qunwei Li, Weidi Xu et al.8 citations
  93. ILMART: Interpretable Ranking with Constrained LambdaMART ↗Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando et al.8 citations
  94. Identifying Argumentative Questions in Web Search Logs ↗Yamen Ajjour, Pavel Braslavski, Alexander Bondarenko et al.8 citations
  95. Image-Text Retrieval via Contrastive Learning with Auxiliary Generative Features and Support-set Regularization ↗Lei Zhang, Min Yang, Chengming Li et al.8 citations
  96. Learning to Rank Knowledge Subgraph Nodes for Entity Retrieval ↗Parastoo Jafarzadeh, Zahra Amirmahani, Faezeh Ensan8 citations
  97. Lightweight Meta-Learning for Low-Resource Abstractive Summarization ↗Taehun Huh, Youngjoong Ko8 citations
  98. MGPolicy ↗Xiangmeng Wang, Qian Li, Dianer Yu et al.8 citations
  99. Offline Retrieval Evaluation Without Evaluation Metrics ↗Fernando Díaz, Andrés Ferraro8 citations
  100. On Survivorship Bias in MS MARCO ↗Prashansa Gupta, Sean MacAvaney8 citations

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