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2112.07708
Cited By
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Learning to Retrieve Passages without Supervision
14 December 2021
Ori Ram
Gal Shachaf
Omer Levy
Jonathan Berant
Amir Globerson
RALM
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Papers citing
"Learning to Retrieve Passages without Supervision"
44 / 44 papers shown
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Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
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Ruqing Zhang
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A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
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Hengyun Li
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10 May 2024
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models
European Conference on Artificial Intelligence (ECAI), 2024
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Dongyang Li
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Longtao Huang
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RALM
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287
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RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
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Yuxing Lu
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Domain Adaptation of Multilingual Semantic Search -- Literature Review
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Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Fan Jiang
Xingliang Yuan
Tom Drummond
Trevor Cohn
317
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Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems
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Tianyuan Shi
Liangzhi Li
Zijian Lin
Tao Yang
Xiaojun Quan
Qifan Wang
RALM
212
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VIBE: Topic-Driven Temporal Adaptation for Twitter Classification
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Jing Li
Wenjie Li
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16 Oct 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
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N. Tan
Michael Witbrock
Patricia J. Riddle
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294
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02 Aug 2023
Long-range Language Modeling with Self-retrieval
Transactions of the Association for Computational Linguistics (TACL), 2023
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Jonathan Berant
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286
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Generate to Understand for Representation
Changshan Xue
Xiande Zhong
Xiaoqing Liu
VLM
365
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14 Jun 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yibin Lei
Liang Ding
Yu Cao
Changtong Zan
Andrew Yates
Dacheng Tao
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208
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05 Jun 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Soyoung Yoon
Chaeeun Kim
Hyunji Lee
Joel Jang
Sohee Yang
Minjoon Seo
376
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0
27 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yung-Sung Chuang
Wei Fang
Shang-Wen Li
Anuj Kumar
James R. Glass
LRM
293
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0
26 May 2023
Unsupervised Dense Retrieval Training with Web Anchors
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Yiqing Xie
X. Liu
Chenyan Xiong
RALM
211
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10 May 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Kaixin Ma
Hao Cheng
Yu Zhang
Xiaodong Liu
Eric Nyberg
Jianfeng Gao
LRM
265
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04 May 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
Neural Information Processing Systems (NeurIPS), 2023
Jinhyuk Lee
Zhuyun Dai
Sai Meher Karthik Duddu
Tao Lei
Iftekhar Naim
Ming-Wei Chang
Vincent Zhao
399
34
0
04 Apr 2023
In-Context Retrieval-Augmented Language Models
Transactions of the Association for Computational Linguistics (TACL), 2023
Ori Ram
Yoav Levine
Itay Dalmedigos
Dor Muhlgay
Amnon Shashua
Kevin Leyton-Brown
Y. Shoham
KELM
RALM
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714
937
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31 Jan 2023
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering
European Conference on Information Retrieval (ECIR), 2023
Paul Lerner
O. Ferret
C. Guinaudeau
303
12
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11 Jan 2023
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Dheeru Dua
Emma Strubell
Sameer Singh
Pat Verga
OOD
273
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20 Dec 2022
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ori Ram
L. Bezalel
Adi Zicher
Yonatan Belinkov
Jonathan Berant
Amir Globerson
335
45
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20 Dec 2022
AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation
Rui Meng
Ye Liu
Semih Yavuz
Divyansh Agarwal
Lifu Tu
Ning Yu
Jianguo Zhang
Meghana Moorthy Bhat
Yingbo Zhou
RALM
356
6
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17 Dec 2022
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers
Kun Zhou
Xiao Liu
Yeyun Gong
Wayne Xin Zhao
Daxin Jiang
Nan Duan
Ji-Rong Wen
322
19
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15 Dec 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kun Zhou
Yeyun Gong
Xiao Liu
Wayne Xin Zhao
Yelong Shen
...
Jing Lu
Rangan Majumder
Ji-Rong Wen
Nan Duan
Weizhu Chen
257
46
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21 Oct 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey
Xiaoyu Shen
Svitlana Vakulenko
Marco Del Tredici
Gianni Barlacchi
Bill Byrne
Adria de Gispert
RALM
VLM
243
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05 Aug 2022
Questions Are All You Need to Train a Dense Passage Retriever
Transactions of the Association for Computational Linguistics (TACL), 2022
Devendra Singh Sachan
M. Lewis
Dani Yogatama
Luke Zettlemoyer
J. Pineau
Manzil Zaheer
RALM
425
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21 Jun 2022
Optimizing Test-Time Query Representations for Dense Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Mujeen Sung
Jungsoo Park
Jaewoo Kang
Danqi Chen
Jinhyuk Lee
270
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25 May 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
IEEE Games Entertainment Media Conference (GEM), 2022
S. Amouyal
Tomer Wolfson
Ohad Rubin
Ori Yoran
Jonathan Herzig
Jonathan Berant
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530
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Few-shot Reranking for Multi-hop QA via Language Model Prompting
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Lajanugen Logeswaran
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354
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From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective
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Thibault Formal
Carlos Lassance
Benjamin Piwowarski
Stéphane Clinchant
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Standing on the Shoulders of Giant Frozen Language Models
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Itay Dalmedigos
Ori Ram
Yoel Zeldes
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Shai Shalev-Shwartz
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Kevin Leyton-Brown
Y. Shoham
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302
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Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Wenhu Chen
Pat Verga
Michiel de Jong
John Wieting
William W. Cohen
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370
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Text Transformations in Contrastive Self-Supervised Learning: A Review
International Joint Conference on Artificial Intelligence (IJCAI), 2022
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InPars: Data Augmentation for Information Retrieval using Large Language Models
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Uri Alon
Frank F. Xu
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Sudipta Sengupta
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Graham Neubig
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348
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