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End-to-End Retrieval in Continuous Space

End-to-End Retrieval in Continuous Space

19 November 2018
D. Gillick
Alessandro Presta
Gaurav Singh Tomar
ArXiv (abs)PDFHTML

Papers citing "End-to-End Retrieval in Continuous Space"

50 / 67 papers shown
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
Jiancheng Ruan
Tingyang Chen
Renchi Yang
Xiangyu Ke
Yunjun Gao
197
2
0
19 Jun 2025
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
Dipam Goswami
Liying Wang
Bartłomiej Twardowski
Joost van de Weijer
326
1
0
27 May 2025
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data
Maxime Bouthors
Josep Crego
François Yvon
RALMLRM
332
0
0
30 Apr 2025
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search
Alleviating LLM-based Generative Retrieval Hallucination in Alipay SearchAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yedan Shen
Hai Ye
Yuechen Ding
Jingyuan Wen
Hong Liu
Mingjie Zhong
Zhouhan Lin
Jia Xu
Linjian Mo
RALM
403
1
0
27 Mar 2025
Unsupervised Text Representation Learning via Instruction-Tuning for
  Zero-Shot Dense Retrieval
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval
Qiuhai Zeng
Zimeng Qiu
Dae Yon Hwang
Xin He
William M. Campbell
RALM
178
1
0
24 Sep 2024
Mamba for Scalable and Efficient Personalized Recommendations
Mamba for Scalable and Efficient Personalized Recommendations
Andrew Starnes
Clayton Webster
Mamba
310
0
0
11 Sep 2024
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the
  Legal Domain
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal DomainInternational Conference on Computational Linguistics (COLING), 2024
Antoine Louis
Gijs van Dijck
Gerasimos Spanakis
180
0
0
02 Sep 2024
Multi-word Term Embeddings Improve Lexical Product Retrieval
Multi-word Term Embeddings Improve Lexical Product Retrieval
Viktor Shcherbakov
Fedor Krasnov
163
0
0
03 Jun 2024
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot
  Multilingual Information Retrieval
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval
Antoine Louis
V. Saxena
Gijs van Dijck
Gerasimos Spanakis
164
11
0
23 Feb 2024
User-LLM: Efficient LLM Contextualization with User Embeddings
User-LLM: Efficient LLM Contextualization with User Embeddings
Lin Ning
Luyang Liu
Jiaxing Wu
Neo Wu
D. Berlowitz
Sushant Prakash
Bradley Green
S. O’Banion
Jun Xie
261
65
0
21 Feb 2024
ARL2: Aligning Retrievers for Black-box Large Language Models via
  Self-guided Adaptive Relevance Labeling
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling
Lingxi Zhang
Yue Yu
Kuan-Chieh Wang
Chao Zhang
VLMRALM
216
12
0
21 Feb 2024
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning
Mingtian Zhang
Shawn Lan
Peter Hayes
David Barber
443
4
0
19 Feb 2024
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval
Boot and Switch: Alternating Distillation for Zero-Shot Dense RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Fan Jiang
Xingliang Yuan
Tom Drummond
Trevor Cohn
251
4
0
27 Nov 2023
Policy-Gradient Training of Language Models for Ranking
Policy-Gradient Training of Language Models for Ranking
Ge Gao
Jonathan D. Chang
Claire Cardie
Kianté Brantley
Thorsten Joachims
188
4
0
06 Oct 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity
  Measurement
OpenMSD: Towards Multilingual Scientific Documents Similarity MeasurementInternational Conference on Language Resources and Evaluation (LREC), 2023
Yang Gao
Ji Ma
I. Korotkov
Keith B. Hall
Dana Alon
Donald Metzler
119
0
0
19 Sep 2023
Enhancing Open-Domain Table Question Answering via Syntax- and
  Structure-aware Dense Retrieval
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense RetrievalInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Nengzheng Jin
Dongfang Li
Junying Chen
Joanna Siebert
Qingcai Chen
RALMLMTD
200
4
0
19 Sep 2023
Improving Neural Ranking Models with Traditional IR Methods
Improving Neural Ranking Models with Traditional IR Methods
Anik Saha
Oktie Hassanzadeh
Alex Gittens
Jian Ni
Kavitha Srinivas
B. Yener
167
4
0
29 Aug 2023
UGSL: A Unified Framework for Benchmarking Graph Structure Learning
UGSL: A Unified Framework for Benchmarking Graph Structure Learning
Bahare Fatemi
Sami Abu-El-Haija
Anton Tsitsulin
Seyed Mehran Kazemi
Dustin Zelle
Neslihan Bulut
Jonathan J. Halcrow
Bryan Perozzi
262
11
0
21 Aug 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROSWorkshop on Representation Learning for NLP (RepL4NLP), 2023
Cheng-Han Chiang
Yung-Sung Chuang
James R. Glass
Hung-yi Lee
AI4TS
230
3
0
08 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models
  with Same Tower Negatives
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower NegativesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Fedor Moiseev
Gustavo Hernández Ábrego
Peter Dornbach
I. Zitouni
Enrique Alfonseca
Zhe Dong
184
9
0
05 Jun 2023
LAIT: Efficient Multi-Segment Encoding in Transformers with
  Layer-Adjustable Interaction
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable InteractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Jeremiah Milbauer
Annie Louis
Mohammad Javad Hosseini
Alex Fabrikant
Donald Metzler
Tal Schuster
311
9
0
31 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora
Exploring the Practicality of Generative Retrieval on Dynamic CorporaConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Soyoung Yoon
Chaeeun Kim
Hyunji Lee
Joel Jang
Sohee Yang
Minjoon Seo
315
6
0
27 May 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence
  Representation Learning via Compositional Operations
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional OperationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
James Y. Huang
Wenlin Yao
Kaiqiang Song
Hongming Zhang
Muhao Chen
Dong Yu
154
7
0
24 May 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge
  Graphs
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Siyuan Wang
Zhongyu Wei
Meng Han
Zhihao Fan
Haijun Shan
Tao Gui
Xuanjing Huang
176
10
0
23 May 2023
Contextualizing Argument Quality Assessment with Relevant Knowledge
Contextualizing Argument Quality Assessment with Relevant KnowledgeNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
D. Deshpande
Zhivar Sourati
Filip Ilievski
Fred Morstatter
261
5
0
20 May 2023
How Does Generative Retrieval Scale to Millions of Passages?
How Does Generative Retrieval Scale to Millions of Passages?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ronak Pradeep
Kai Hui
Jai Gupta
Á. Lelkes
Honglei Zhuang
Jimmy J. Lin
Donald Metzler
Vinh Q. Tran
RALM
205
82
0
19 May 2023
(Vector) Space is Not the Final Frontier: Product Search as Program
  Synthesis
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis
Jacopo Tagliabue
C. Greco
286
2
0
22 Apr 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural
  Networks
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Antoine Louis
Gijs van Dijck
Gerasimos Spanakis
AILaw
279
12
0
30 Jan 2023
Adam: Dense Retrieval Distillation with Adaptive Dark Examples
Adam: Dense Retrieval Distillation with Adaptive Dark ExamplesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Chongyang Tao
Chang Liu
Tao Shen
Can Xu
Xiubo Geng
Binxing Jiao
Daxin Jiang
320
6
0
20 Dec 2022
Promptagator: Few-shot Dense Retrieval From 8 Examples
Promptagator: Few-shot Dense Retrieval From 8 ExamplesInternational Conference on Learning Representations (ICLR), 2022
Zhuyun Dai
Vincent Zhao
Ji Ma
Yi Luan
Jianmo Ni
Jing Lu
A. Bakalov
Kelvin Guu
Keith B. Hall
Ming-Wei Chang
RALM
298
302
0
23 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive
  Learning
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive LearningInternational Conference on Learning Representations (ICLR), 2022
Sheng Zhang
Hao Cheng
Jianfeng Gao
Hoifung Poon
240
63
0
30 Aug 2022
Exploring Dual Encoder Architectures for Question Answering
Exploring Dual Encoder Architectures for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhe Dong
Jianmo Ni
Daniel M. Bikel
Enrique Alfonseca
Yuanjin Wang
Chen Qu
I. Zitouni
159
25
0
14 Apr 2022
Contrastive language and vision learning of general fashion concepts
Contrastive language and vision learning of general fashion conceptsScientific Reports (Sci Rep), 2022
P. Chia
Giuseppe Attanasio
Federico Bianchi
Silvia Terragni
A. Magalhães
Diogo Gonçalves
C. Greco
Jacopo Tagliabue
CLIP
411
63
0
08 Apr 2022
Transformer Memory as a Differentiable Search Index
Transformer Memory as a Differentiable Search IndexNeural Information Processing Systems (NeurIPS), 2022
Yi Tay
Vinh Q. Tran
Mostafa Dehghani
Jianmo Ni
Dara Bahri
...
Zhe Zhao
Jai Gupta
Tal Schuster
William W. Cohen
Donald Metzler
411
362
0
14 Feb 2022
Unsupervised Dense Information Retrieval with Contrastive Learning
Unsupervised Dense Information Retrieval with Contrastive Learning
Gautier Izacard
Mathilde Caron
Lucas Hosseini
Sebastian Riedel
Piotr Bojanowski
Armand Joulin
Edouard Grave
RALM
765
1,229
0
16 Dec 2021
Large Dual Encoders Are Generalizable Retrievers
Large Dual Encoders Are Generalizable Retrievers
Jianmo Ni
Chen Qu
Jing Lu
Zhuyun Dai
Gustavo Hernández Ábrego
...
Vincent Zhao
Yi Luan
Keith B. Hall
Ming-Wei Chang
Yinfei Yang
DML
617
556
0
15 Dec 2021
A Statutory Article Retrieval Dataset in French
A Statutory Article Retrieval Dataset in FrenchAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Antoine Louis
Gerasimos Spanakis
RALMAILaw
117
52
0
26 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text
  Models
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
Jianmo Ni
Gustavo Hernández Ábrego
Noah Constant
Ji Ma
Keith B. Hall
Daniel Cer
Yinfei Yang
528
703
0
19 Aug 2021
Learning Federated Representations and Recommendations with Limited
  Negatives
Learning Federated Representations and Recommendations with Limited Negatives
Lin Ning
K. Singhal
Ellie X. Zhou
Sushant Prakash
FedML
178
15
0
18 Aug 2021
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior
  for Joint Image-Text Modeling
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling
Xiaoxue Zang
Lijuan Liu
Maria Wang
Yang Song
Hao Zhang
Jindong Chen
VLM
239
65
0
06 Jul 2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation
  Network
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Nicholas FitzGerald
Jan A. Botha
D. Gillick
Daniel M. Bikel
Tom Kwiatkowski
Andrew McCallum
187
15
0
02 Jun 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information
  Retrieval Models
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur
Nils Reimers
Andreas Rucklé
Abhishek Srivastava
Iryna Gurevych
VLM
1.4K
1,369
0
17 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
XTREME-R: Towards More Challenging and Nuanced Multilingual EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Sebastian Ruder
Noah Constant
Jan A. Botha
Aditya Siddhant
Orhan Firat
...
Pengfei Liu
Junjie Hu
Dan Garrette
Graham Neubig
Melvin Johnson
ELMAAMLLRM
270
209
0
15 Apr 2021
Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval
Talk, Don't Write: A Study of Direct Speech-Based Image RetrievalInterspeech (Interspeech), 2021
Ramon Sanabria
Austin Waters
Jason Baldridge
3DV
188
27
0
05 Apr 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal
  Tasks with Language and Vision
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and VisionInternational Journal of Computer Vision (IJCV), 2021
Andrew Shin
Masato Ishii
T. Narihira
281
49
0
06 Mar 2021
The Curse of Dense Low-Dimensional Information Retrieval for Large Index
  Sizes
The Curse of Dense Low-Dimensional Information Retrieval for Large Index SizesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Nils Reimers
Iryna Gurevych
180
69
0
28 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering
Distilling Knowledge from Reader to Retriever for Question Answering
Gautier Izacard
Edouard Grave
RALM
490
301
0
08 Dec 2020
Text-to-Image Generation Grounded by Fine-Grained User Attention
Text-to-Image Generation Grounded by Fine-Grained User Attention
Jing Yu Koh
Jason Baldridge
Honglak Lee
Yinfei Yang
DiffM
251
64
0
07 Nov 2020
Entity Linking in 100 Languages
Entity Linking in 100 Languages
Jan A. Botha
Zifei Shan
D. Gillick
VLM
130
83
0
05 Nov 2020
Dynamic Boundary Time Warping for Sub-sequence Matching with Few
  Examples
Dynamic Boundary Time Warping for Sub-sequence Matching with Few ExamplesExpert systems with applications (ESWA), 2020
Łukasz Borchmann
Dawid Jurkiewicz
Filip Graliñski
Tomasz Górecki
122
0
0
27 Oct 2020
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