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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"
50 / 372 papers shown
Generative Retrieval with Few-shot Indexing
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Chuan Meng
Mohammad Aliannejadi
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419
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Mikołaj Sacha
Hammad Jafri
Mattie Terzolo
Ayan Sinha
Andrew Rabinovich
132
0
0
02 Dec 2025
Bias Injection Attacks on RAG Databases and Sanitization Defenses
Hao Wu
Prateek Saxena
AAML
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338
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30 Nov 2025
From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures
Florian Rottach
William Rudman
Bastian Rieck
Harrisen Scells
Carsten Eickhoff
146
0
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27 Nov 2025
HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations
Linxiao Cao
Ruitao Wang
Jindong Li
Zhipeng Zhou
Menglin Yang
197
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0
24 Nov 2025
Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation
Y. Zhang
Yizheng Zhao
Chen-Hao Hu
Binxing Jiao
Daxin Jiang
Ruihang Miao
Cam-Tu Nguyen
195
0
0
21 Nov 2025
Efficient Topic Extraction via Graph-Based Labeling: A Lightweight Alternative to Deep Models
Salma Mekaooui
Hiba Sofyan
Imane Amaaz
Imane Benchrif
Arsalane Zarghili
Ilham Chaker
Nikola S. Nikolov
195
0
0
06 Nov 2025
PROPEX-RAG: Enhanced GraphRAG using Prompt-Driven Prompt Execution
Tejas Sarnaik
Manan Shah
Ravi Hegde
LRM
194
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0
03 Nov 2025
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
Song Wang
Zihan Chen
Peng Wang
Zhepei Wei
Zhen Tan
Yu Meng
Cong Shen
Jundong Li
175
1
0
01 Nov 2025
Iterative Critique-Refine Framework for Enhancing LLM Personalization
Durga Prasad Maram
Dhruvin Gandhi
Z. Yao
Gayathri Akkinapalli
Franck Dernoncourt
Yu Wang
Ryan Rossi
Nesreen K. Ahmed
142
0
0
28 Oct 2025
E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
Qi Liu
Yanzhao Zhang
Mingxin Li
Dingkun Long
Pengjun Xie
Jiaxin Mao
153
1
0
26 Oct 2025
Contextual Tokenization for Graph Inverted Indices
Pritish Chakraborty
Indradyumna Roy
Soumen Chakrabarti
A. De
225
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26 Oct 2025
PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding
Iliass Ayaou
Denis Cavallucci
102
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25 Oct 2025
Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures
Rahul Raja
A. Vats
163
1
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C2T-ID: Converting Semantic Codebooks to Textual Document Identifiers for Generative Search
Yingchen Zhang
Ruqing Zhang
Jiafeng Guo
W. Peng
Sen Li
Fuyu Lv
Xueqi Cheng
115
1
0
22 Oct 2025
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
Kin Kwan Leung
Mouloud Belbahri
Yi Sui
Alex Labach
Xueying Zhang
Stephen Rose
Jesse C. Cresswell
134
1
0
15 Oct 2025
RAG-Pull: Imperceptible Attacks on RAG Systems for Code Generation
Vasilije Stambolic
Aritra Dhar
Lukas Cavigelli
AAML
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220
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13 Oct 2025
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
Weiwei Sun
Keyi Kong
Xinyu Ma
Shuaiqiang Wang
Dawei Yin
Maarten de Rijke
Zhaochun Ren
Yiming Yang
152
0
0
12 Oct 2025
Mutual Learning for Hashing: Unlocking Strong Hash Functions from Weak Supervision
Xiaoxu Ma
Runhao Li
Zhenyu Weng
128
0
0
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Search-R3: Unifying Reasoning and Embedding Generation in Large Language Models
Yuntao Gui
James Cheng
AI4TS
KELM
LRM
182
1
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08 Oct 2025
Scalable In-context Ranking with Generative Models
Nilesh Gupta
Chong You
Srinadh Bhojanapalli
Sanjiv Kumar
Inderjit Dhillon
Felix X. Yu
236
2
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06 Oct 2025
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness
Lingnan Xu
Chong Feng
Kaiyuan Zhang
Liu Zhengyong
Wenqiang Xu
Fanqing Meng
RALM
133
0
0
05 Oct 2025
Optimizing What Matters: AUC-Driven Learning for Robust Neural Retrieval
Nima Sheikholeslami
Erfan Hosseini
Patrice Bechard
Srivatsava Daruru
Sai Rajeswar
119
0
0
30 Sep 2025
Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim Detection
Ivan Vykopal
Antonia Karamolegkou
Jaroslav Kopčan
Qiwei Peng
Tomáš Javůrek
Michal Gregor
Marian Simko
LRM
76
0
0
29 Sep 2025
Investigating Multi-layer Representations for Dense Passage Retrieval
Zhongbin Xie
Thomas Lukasiewicz
122
0
0
28 Sep 2025
mini-vec2vec: Scaling Universal Geometry Alignment with Linear Transformations
Guy Dar
3DV
259
0
0
27 Sep 2025
EmbeddingGemma: Powerful and Lightweight Text Representations
Henrique Schechter Vera
Sahil Dua
Biao Zhang
Daniel M. Salz
Ryan Mullins
...
Raphael Hoffmann
T. Warkentin
Armand Joulin
Tom Duerig
Mojtaba Seyedhosseini
VLM
401
28
0
24 Sep 2025
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
Pranjal A. Chitale
Bishal Santra
Yashoteja Prabhu
Amit Sharma
105
1
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19 Sep 2025
ScaleDoc: Scaling LLM-based Predicates over Large Document Collections
Hengrui Zhang
Yulong Hui
Yihao Liu
Huanchen Zhang
OffRL
128
0
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16 Sep 2025
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
Pengcheng Jiang
Siru Ouyang
Yizhu Jiao
Ming Zhong
Runchu Tian
Jiawei Han
RALM
KELM
211
6
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12 Sep 2025
SEDM: Scalable Self-Evolving Distributed Memory for Agents
Haoran Xu
Jiacong Hu
Ke Zhang
Lei Yu
Yuxin Tang
Xinyuan Song
Yiqun Duan
Lynn Ai
Bill Shi
183
1
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11 Sep 2025
The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering
Yi-Jie Cheng
Oscar Chew
Yun-Nung Chen
KELM
80
2
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IDEAlign: Comparing Large Language Models to Human Experts in Open-ended Interpretive Annotations
Hyunji Nam
Lucía Langlois
James Malamut
Mei Tan
Dorottya Demszky
81
0
0
02 Sep 2025
Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Tengyu Pan
Zhichao Duan
Zhenyu Li
Bowen Dong
Ning Liu
Xiuxing Li
Jianyong Wang
110
1
0
31 Aug 2025
QZhou-Embedding Technical Report
Peng Yu
En Xu
Bin Chen
Haibiao Chen
Yinfei Xu
100
2
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29 Aug 2025
Semantic Search for Information Retrieval
Kayla Farivar
KELM
140
0
0
25 Aug 2025
Retrieval Capabilities of Large Language Models Scale with Pretraining FLOPs
Jacob P. Portes
Connor Jennings
Erica Ji Yuen
Sasha Doubov
Michael Carbin
RALM
LRM
ELM
143
1
0
24 Aug 2025
Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering
Changjian Wang
Weihong Deng
Weili Guan
Quan Lu
Ning Jiang
119
0
0
15 Aug 2025
Ontology-Guided Query Expansion for Biomedical Document Retrieval using Large Language Models
Zabir Al Nazi
Vagelis Hristidis
Aaron Lawson McLean
Jannat Ara Meem
Md Taukir Azam Chowdhury
80
1
0
15 Aug 2025
Improving Dense Passage Retrieval with Multiple Positive Passages
Shuai Chang
78
0
0
13 Aug 2025
Generating Query-Relevant Document Summaries via Reinforcement Learning
Nitin Yadav
Changsung Kang
Hongwei Shang
Ming Sun
RALM
112
1
0
11 Aug 2025
LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval
Luyao Zhuang
Qinggang Zhang
Huachi Zhou
Juhua Liu
Qing Li
RALM
KELM
152
1
0
11 Aug 2025
BiXSE: Improving Dense Retrieval via Probabilistic Graded Relevance Distillation
Christos Tsirigotis
Vaibhav Adlakha
Joao Monteiro
Aaron Courville
Perouz Taslakian
BDL
141
1
0
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Vec2Summ: Text Summarization via Probabilistic Sentence Embeddings
Mao Li
Fred Conrad
Johann Gagnon-Bartsch
86
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From Generator to Embedder: Harnessing Innate Abilities of Multimodal LLMs via Building Zero-Shot Discriminative Embedding Model
Yeong-Joon Ju
Seong-Whan Lee
212
4
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Causal2Vec: Improving Decoder-only LLMs as Versatile Embedding Models
Ailiang Lin
Zhuoyun Li
Kotaro Funakoshi
Manabu Okumura
190
1
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On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey
Meishan Zhang
Xin Zhang
X. Zhao
Shouzheng Huang
Baotian Hu
Min Zhang
267
3
0
28 Jul 2025
LLM-based Embedders for Prior Case Retrieval
Damith Premasiri
Tharindu Ranasinghe
R. Mitkov
AILaw
150
2
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24 Jul 2025
Transform Before You Query: A Privacy-Preserving Approach for Vector Retrieval with Embedding Space Alignment
Ruiqi He
Zekun Fei
Jiaqi Li
Xinyuan Zhu
Biao Yi
Siyi Lv
Weijie Liu
Zheli Liu
LLMSV
186
0
0
24 Jul 2025
Depth Gives a False Sense of Privacy: LLM Internal States Inversion
Tian Dong
Yan Meng
Shaofeng Li
Guoxing Chen
Zhen Liu
Haojin Zhu
AAML
164
2
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22 Jul 2025
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