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2112.07899
Cited By
Large Dual Encoders Are Generalizable Retrievers
15 December 2021
Jianmo Ni
Chen Qu
Jing Lu
Zhuyun Dai
Gustavo Hernández Ábrego
Ji Ma
Vincent Zhao
Yi Luan
Keith B. Hall
Ming-Wei Chang
Yinfei Yang
DML
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Papers citing
"Large Dual Encoders Are Generalizable Retrievers"
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Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
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A Survey of Large Language Models in Medicine: Progress, Application, and Challenge
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SSL
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07 Nov 2023
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171
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International Conference on Learning Representations (ICLR), 2023
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Muhammad Khalifa
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30 Oct 2023
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Alvin Rajkomar
251
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Non-contrastive sentence representations via self-supervision
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292
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North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Chenglei Si
Navita Goyal
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Shi Feng
Hal Daumé
Jordan L. Boyd-Graber
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19 Oct 2023
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Long Jin
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206
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International Conference on Learning Representations (ICLR), 2023
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326
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Emine Yilmaz
KELM
290
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Prateek Jain
286
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13 Oct 2023
Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
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Zijie Chen
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Zhenzhong Lan
388
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12 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text
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Volodymyr Kuleshov
Vitaly Shmatikov
Alexander M. Rush
RALM
309
168
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10 Oct 2023
Factual and Personalized Recommendations using Language Models and Reinforcement Learning
Jihwan Jeong
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Mohammad Ghavamzadeh
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276
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Policy-Gradient Training of Language Models for Ranking
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Jonathan D. Chang
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199
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Demystifying Embedding Spaces using Large Language Models
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Guy Tennenholtz
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178
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Sara Hooker
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253
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Yafu Li
Leyang Cui
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MEMORY-VQ: Compression for Tractable Internet-Scale Memory
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Yury Zemlyanskiy
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MQ
195
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28 Aug 2023
I3: Intent-Introspective Retrieval Conditioned on Instructions
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Kaihang Pan
Juncheng Li
Wenjie Wang
Hao Fei
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Wei Ji
Jun Lin
Xiaozhong Liu
Tat-Seng Chua
Siliang Tang
304
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19 Aug 2023
Taken by Surprise: Contrast effect for Similarity Scores
Thomas C. Bachlechner
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114
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Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions
Haitian Sun
William W. Cohen
Ruslan Salakhutdinov
194
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Teach LLMs to Personalize -- An Approach inspired by Writing Education
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Qiaozhu Mei
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Spurthi Amba Hombaiah
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Michael Bendersky
AI4Ed
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15 Aug 2023
Large Language Models for Information Retrieval: A Survey
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Zheng Liu
Zhicheng Dou
Ji-Rong Wen
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637
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14 Aug 2023
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance
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160
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401
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232
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Sarah Lawsky
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Meghana Moorthy Bhat
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Aaron Travis Lee
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Jungo Kasai
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Izhak Shafran
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Wei Han
Yuan Cao
Dian Yu
Laurent El Shafey
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222
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Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS
Workshop on Representation Learning for NLP (RepL4NLP), 2023
Cheng-Han Chiang
Yung-Sung Chuang
James R. Glass
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246
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Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency
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Hong Lyu
150
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SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Fedor Moiseev
Gustavo Hernández Ábrego
Peter Dornbach
I. Zitouni
Enrique Alfonseca
Zhe Dong
195
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LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction
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Annie Louis
Mohammad Javad Hosseini
Alex Fabrikant
Donald Metzler
Tal Schuster
320
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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
218
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29 May 2023
ClusterLLM: Large Language Models as a Guide for Text Clustering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuwei Zhang
Zihan Wang
Jingbo Shang
398
106
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24 May 2023
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