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2012.14210
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The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
28 December 2020
Nils Reimers
Iryna Gurevych
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Papers citing
"The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes"
35 / 35 papers shown
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On the Scaling of Robustness and Effectiveness in Dense Retrieval
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
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Ruqing Zhang
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Maarten de Rijke
Yixing Fan
Xueqi Cheng
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Kevin Ros
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Karan Dhingra
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Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events
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Wenwen Li
Lei Hu
Xinyu Chen
Michael Brook
Michael Brubaker
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362
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19 Nov 2024
Tiny Transformers Excel at Sentence Compression
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Roger Wattenhofer
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30 Oct 2024
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling
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Carolin M. Schuster
Georg Groh
Michael A. Hedderich
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Disentangling Dense Embeddings with Sparse Autoencoders
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Christine Ye
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Towards Unlocking Insights from Logbooks Using AI
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Raimund Kammering
Thorsten Hellert
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Verena Kain
Wan-Lin Hu
245
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25 May 2024
Scaling Laws For Dense Retrieval
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Jingtao Zhan
Jiaxin Mao
Jiaxin Mao
Weihang Su
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Yiqun Liu
396
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Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism
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Manuel Faysse
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Pierre Colombo
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A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation
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Ravdeep Pasricha
Nitish Singh
R. Kondapalli
R. Manoj
Kiran Rama
Laurent Boué
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129
3
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04 Jan 2024
Learning Human-like Representations to Enable Learning Human Values
Andrea Wynn
Ilia Sucholutsky
Thomas Griffiths
349
9
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21 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models
Web Search and Data Mining (WSDM), 2023
Wei-Cheng Chang
Jyun-Yu Jiang
Jiong Zhang
Mutasem Al-Darabsah
C. Teo
Cho-Jui Hsieh
Hsiang-Fu Yu
S. Vishwanathan
RALM
307
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05 Dec 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking
International Conference on Information and Knowledge Management (CIKM), 2023
Jiaqi Bai
Hongcheng Guo
Jiaheng Liu
Jian Yang
Xinnian Liang
Zhao Yan
Zhoujun Li
RALM
266
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29 May 2023
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval
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William F. Bruno
Dan Roth
ELM
AILaw
187
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06 Dec 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Gyuwan Kim
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Barlas Oğuz
Wenhan Xiong
Yizhe Zhang
Yashar Mehdad
William Yang Wang
200
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Context Generation Improves Open Domain Question Answering
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M. Patwary
Shrimai Prabhumoye
Peng Xu
R. Prenger
Mohammad Shoeybi
Pascale Fung
Anima Anandkumar
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237
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Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation
Zoran Medic
Jan Snajder
194
6
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12 Sep 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Barry Menglong Yao
Aditya Shah
Lichao Sun
Jin-Hee Cho
Lifu Huang
MLLM
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389
132
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25 May 2022
Modeling Exemplification in Long-form Question Answering via Retrieval
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Shufan Wang
Fangyuan Xu
Laure Thompson
Eunsol Choi
Mohit Iyyer
153
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19 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval
Yuxiang Lu
Yiding Liu
Jiaxiang Liu
Yunsheng Shi
Zhengjie Huang
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Hao Tian
Hua Wu
Shuaiqiang Wang
D. Yin
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335
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A Thorough Examination on Zero-shot Dense Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ruiyang Ren
Yingqi Qu
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Wayne Xin Zhao
Qifei Wu
Yuchen Ding
Hua Wu
Haifeng Wang
Ji-Rong Wen
384
47
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27 Apr 2022
Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers
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Angelo Basile
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260
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Multi-Stage Prompting for Knowledgeable Dialogue Generation
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M. Patwary
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Ming-Yu Liu
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242
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16 Mar 2022
InPars: Data Augmentation for Information Retrieval using Large Language Models
L. Bonifacio
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514
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10 Feb 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access
Vilém Zouhar
Marius Mosbach
Debanjali Biswas
Dietrich Klakow
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286
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DS-TOD: Efficient Domain Specialization for Task Oriented Dialog
Chia-Chien Hung
Anne Lauscher
Simone Paolo Ponzetto
Goran Glavaš
303
30
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Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
Xilun Chen
Kushal Lakhotia
Barlas Oğuz
Anchit Gupta
Patrick Lewis
Stanislav Peshterliev
Yashar Mehdad
Sonal Gupta
Anuj Kumar
397
82
0
13 Oct 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
L. Bonifacio
Vitor Jeronymo
Hugo Queiroz Abonizio
Israel Campiotti
Marzieh Fadaee
R. Lotufo
Rodrigo Nogueira
687
143
0
31 Aug 2021
DocSCAN: Unsupervised Text Classification via Learning from Neighbors
Conference on Natural Language Processing (NLP), 2021
Dominik Stammbach
Elliott Ash
306
12
0
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BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur
Nils Reimers
Andreas Rucklé
Abhishek Srivastava
Iryna Gurevych
VLM
1.6K
1,576
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Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Kyoung-Rok Jang
Junmo Kang
Giwon Hong
Sung-Hyon Myaeng
Joohee Park
Taewon Yoon
Heecheol Seo
273
22
0
15 Apr 2021
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