Sparse, Dense, and Attentional Representations for Text Retrieval

Cited by (393)

Items 101–200 of 393

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2. Conformer-Kernel with Query Term Independence for Document Retrieval
   Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell · 2020 · arXiv (Cornell University)
3. Neural Passage Retrieval with Improved Negative Contrast
   Jing Rong Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang · 2020 · arXiv (Cornell University)
4. Development of an Automated Construction Contract Review Framework Using Large Language Model and Domain Knowledge
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5. Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence
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6. Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval
   Jing Rong Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
7. Learning to rank and predict: Multi-task learning for ad hoc retrieval and query performance prediction
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8. Towards Robust Ranker for Text Retrieval
   Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Binxing Jiao, Daxin Jiang · 2023 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
9. Generative Multi-hop Retrieval
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10. CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation
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11. Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency
    Xiaoqing Liu, Huanqiang Zeng, Yifan Shi, Jianqing Zhu, Kaixiang Yang, Zhiwen Yu · 2025 · IEEE Transactions on Multimedia
12. Matching-oriented Embedding Quantization For Ad-hoc Retrieval
    Shitao Xiao, Zheng Liu, Yingxia Shao, Defu Lian, Xing Xie · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
13. CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
    Minghan Li, Sheng-Chieh Lin, Barlas Oğuz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen · 2023 · Proceedings of the conference - Association for Computational Linguistics. Meeting
14. Plug-and-Play Adaptation for Continuously-updated QA
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15. LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval
    Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang · 2023 · International World Wide Web Conference (WWW)
16. Explicit Query Rewriting for Conversational Dense Retrieval
    Hongjin Qian, Zhicheng Dou · 2022 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
17. Pre-trained Language Model-based Retrieval and Ranking for Web Search
    Lixin Zou, Weixue Lu, Yiding Liu, Hengyi Cai, Xiaokai Chu, Dehong Ma, Daiting Shi, Yu Sun, Zhicong Cheng, Simiu Gu et al. · 2022 · ACM Transactions on the Web
18. Large language models and their possible uses in law
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19. Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval
    Kyoung-Rok Jang, Junmo Kang, Giwon Hong, Sung-Hyon Myaeng, Joo‐Hee Park, Taewon Yoon, Hee-Cheol Seo · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
20. Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
    Xilun Chen, Kushal Lakhotia, Barlas Oğuz, Anchit Gupta, Patrick Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih · 2021 · arXiv (Cornell University)
21. Towards Intelligent Legal Advisors for Document Retrieval and Question-Answering in German Legal Documents
    Christoph Hoppe-Ludwig, David Pelkmann, Nico Migenda, Daniel Hötte, Wolfram Schenck · 2021 · IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
22. Towards Robust Dense Retrieval via Local Ranking Alignment
    Xuanang Chen, Jian Luo, Ben He, Le Sun, Yingfei Sun · 2022 · International Joint Conference on Artificial Intelligence
23. NGAME: Negative Mining-aware Mini-batching for Extreme Classification
    Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal S. Dave, Jian Jiao, K Gururaj, Prasenjit Dey, Amit Prakash Singh et al. · 2023 · ACM International Conference on Web Search and Data Mining (WSDM)
24. CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking
    George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff · 2022 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
25. Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
    Xinze Li, Zhenghao Liu, Chenyan Xiong, Yu Shi, Yu Gu, Zhiyuan Liu, Ge Yu · 2023 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
26. Building a Coding Assistant via the Retrieval-Augmented Language Model
    Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Yukun Yan, Yu-Kai Fu, Yu Gu, Ge Yu · 2024 · ACM Transactions on Information Systems
27. BLAZE: Cross-Language and Cross-Project Bug Localization via Dynamic Chunking and Hard Example Learning
    Partha Chakraborty, Mahmoud Alfadel, Meiyappan Nagappan · 2025 · IEEE Transactions on Software Engineering
28. Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval
    Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liang‐Jie Zhang et al. · 2022 · International World Wide Web Conference (WWW)
29. DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine
    Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Yue Wu, Haifeng Wang · 2022 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
30. Generative Retrieval as Multi-Vector Dense Retrieval
    Wu, Shiguang, Wei, Wenda, Zhang, Mengqi, Chen, Zhumin, Ma, Jun, Ren, Zhaochun, de Rijke, Maarten, Ren, Pengjie · 2024 · Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval
31. SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes
    Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin · 2023 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
32. Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks
    Zhicheng Guo, Sijie Cheng, Yile Wang, Peng Li, Yang Liu · 2023 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
33. RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models
    Zheng Liu, Shitao Xiao, Yingxia Shao, Zhao Cao · 2023 · Proceedings of the conference - Association for Computational Linguistics. Meeting
34. Listwise Generative Retrieval Models via a Sequential Learning Process
    Yubao Tang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Xueqi Cheng · 2024 · ACM Transactions on Information Systems
35. Mitigating the Position Bias of Transformer Models in Passage Re-ranking
    Sebastian Hofstätter, Aldo Lipani, Sophia Althammer, Markus Zlabinger, Allan Hanbury · 2021 · Lecture notes in computer science
36. Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering
    Wenhan Xiong, Hong Wang, William Yang Wang · 2021 · Conference of the European Chapter of the Association for Computational Linguistics
37. Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA
    Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan · 2022 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
38. Soft Prompt Decoding for Multilingual Dense Retrieval
    Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan · 2023 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
39. SparseEmbed: Learning Sparse Lexical Representations with Contextual Embeddings for Retrieval
    Weize Kong, Jeffrey M. Dudek, Cheng Li, Mingyang Zhang, Michael Bendersky · 2023 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
40. Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder
    Lu, Shuqi, He, Di, Xiong, Chenyan, Guolin Ke, Waleed Malik, Zhicheng Dou, Bennett, Paul, Tieyan Liu, Arnold Overwijk · 2021 · arXiv (Cornell University)
41. Iterative Self-Supervised Learning for Legal Similar Case Retrieval
    Y. A. Liu, Tien-Ping Tan, Xiaoping Zhan · 2024 · IEEE Access
42. Efficient Multimodal Selection for Retrieval in Knowledge-Based Visual Question Answering
    Linyin Luo, Hanjiang Lai, Yan Pan, Jian Ping Yin · 2025 · IEEE Transactions on Circuits and Systems for Video Technology
43. Fuzzy Memory Networks and Contextual Schemas: Enhancing ChatGPT Responses in a Personalized Educational System
    Christos Troussas, Akrivi Krouska, Phivos Mylonas B, Cleo Sgouropoulou, Ioannis Voyiatzis · 2025 · Computers
44. CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs
    Yuntong Hu, Zhihan Lei, Zhongjie Dai, Allen Zhang, Abhinav Angirekula, Zheng Zhang, Liang Zhao · 2025 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
45. Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications
    Haw-Shiuan Chang, Amol Agrawal, Andrew McCallum · 2021 · Proceedings of the AAAI Conference on Artificial Intelligence
46. Multi-Vector Attention Models for Deep Re-ranking
    Giulio Zhou, Jacob Devlin · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
47. Anisotropic Additive Quantization for Fast Inner Product Search
    Jin Zhang, Qi Liu, Defu Lian, Zheng Liu, Le Wu, Enhong Chen · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
48. To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders
    Haw-Shiuan Chang, Nikhil Agarwal, Andrew McCallum · 2024 · ACM International Conference on Web Search and Data Mining (WSDM)
49. Establishing Strong Baselines For TripClick Health Retrieval
    Sebastian Hofstätter, Sophia Althammer, Mete Sertkan, Allan Hanbury · 2022 · Lecture notes in computer science
50. Multi-CPR
    Dingkun Long, Qiong Gao, Kuan Zou, Guangwei Xu, Pengjun Xie, Ruijie Guo, Jian Xu, Guanjun Jiang, Luxi Xing, Ping Yang · 2022 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
51. CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval
    Jiafeng Guo, Yinqiong Cai, Keping Bi, Yixing Fan, Wei Chen, Ruqing Zhang, Xueqi Cheng · 2024 · ACM Transactions on Information Systems
52. Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI)
    2022
53. Distilling Knowledge from Reader to Retriever for Question Answering
    Gautier Izacard, Édouard Grave · 2021 · HAL
54. Query-Aware Quantization for Maximum Inner Product Search
    Jin Zhang, Defu Lian, Haodi Zhang, Baoyun Wang, Enhong Chen · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
55. Towards Filling the Gap in Conversational Search: From Passage Retrieval to Conversational Response Generation
    Weronika Łajewska, Krisztian Balog · 2023 · ACM International Conference on Information and Knowledge Management (CIKM)
56. Incorporating entity-level knowledge in pretrained language model for biomedical dense retrieval
    Jiajie Tan, Jinlong Hu, Shoubin Dong · 2023 · Computers in Biology and Medicine
57. I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval
    Qian Dong, Yiding Liu, Qingyao Ai, Haitao Li, Shuaiqiang Wang, Yiqun Liu, Dawei Yin, Shaoping Ma · 2023 · ACM International Conference on Information and Knowledge Management (CIKM)
58. TriSampler: A Better Negative Sampling Principle for Dense Retrieval
    Yang Zhen, Zhou Shao, Yuxiao Dong, Jie Tang · 2024 · Proceedings of the AAAI Conference on Artificial Intelligence
59. Latent Retrieval for Large-Scale Fact-Checking and Question Answering with NLI training
    Chris Samarinas, Wynne Hsu, Mong Li Lee · 2020 · IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
60. Answer Complex Questions: Path Ranker Is All You Need
    Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Fan Yu, Zhicheng Dou, Zhao Cao et al. · 2021 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
61. Contrastive Document Representation Learning with Graph Attention Networks
    Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang · 2021 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
62. Boosted Dense Retriever
    Patrick Lewis, Barlas Oğuz, Wenhan Xiong, Fabio Petroni, Scott Yih, Sebastian Riedel · 2022 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
63. CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
    Chenyan Xiong, Zhenghao Liu, Si Yu Sun, Zhuyun Dai, Zhang, Kaitao, Yu Shi, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul N. Bennett · 2020 · arXiv (Cornell University)
64. Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder.
    Shuqi Lu, Chenyan Xiong, Di He, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul N. Bennett, Tie‐Yan Liu, Arnold Overwijk · 2021 · arXiv (Cornell University)
65. Joint Retrieval and Generation Training for Grounded Text Generation.
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66. Bridging the gap: A survey of document retrieval techniques for high-resource and low-resource languages
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67. QT-TextSR: Enhancing scene text image super-resolution via efficient interaction with text recognition using a Query-aware Transformer
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68. Joint Optimization of Multi-vector Representation with Product Quantization
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69. Dimension Importance Estimation for Dense Information Retrieval
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70. CatCoder : Repository-Level Code Generation with Relevant Code and Type Context
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71. Scene-Text Aware Image and Text Retrieval with Dual-Encoder
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72. Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling
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73. Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions
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74. Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
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75. Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization
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76. On Elastic Language Models
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77. Towards Better Entity Linking with Multi-View Enhanced Distillation
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78. Efficient Neural Ranking Using Forward Indexes and Lightweight Encoders
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79. Learning Multi-Stage Multi-Grained Semantic Embeddings for E-Commerce Search
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80. Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations
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81. Personalized Query Expansion with Contextual Word Embeddings
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82. Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence
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83. LitSense 2.0: AI-powered biomedical information retrieval with sentence and passage level knowledge discovery
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84. On Complementarity Objectives for Hybrid Retrieval
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85. Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
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86. Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
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87. ESPN: Memory-Efficient Multi-vector Information Retrieval
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88. QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval
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89. Modeling Exemplification in Long-form Question Answering via Retrieval
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90. SimilaritySearch.jl: Autotuned nearest neighbor indexes for Julia
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91. TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval
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92. An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering
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93. Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval
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94. Dense Retrieval with Entity Views
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95. GraphFormers: GNN-nested Language Models for Linked Text Representation.
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96. Sparse-Guided Partial Dense for Cross-Modal Remote Sensing Image–Text Retrieval
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97. Mutually improved dense retriever and GNN-based reader for arbitrary-hop open-domain question answering
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98. From Baseline to Top Performer: A Reproducibility Study of Approaches at the TREC 2021 Conversational Assistance Track
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99. Multi-views contrastive learning for dense text retrieval
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100. Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization
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