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Generalization through Memorization: Nearest Neighbor Language Models
v1v2 (latest)

Generalization through Memorization: Nearest Neighbor Language Models

1 November 2019
Urvashi Khandelwal
Omer Levy
Dan Jurafsky
Luke Zettlemoyer
M. Lewis
    RALM
ArXiv (abs)PDFHTML

Papers citing "Generalization through Memorization: Nearest Neighbor Language Models"

50 / 597 papers shown
Title
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
Jingcheng Deng
Zhongtao Jiang
Liang Pang
Liwei Chen
Kun Xu
Zihao Wei
Huawei Shen
Xueqi Cheng
117
3
0
17 Feb 2025
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control
Jinyan Su
Jennifer Healey
Preslav Nakov
Claire Cardie
3DV
117
1
0
17 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
Xuejiao Zhao
Siyan Liu
Su-Yin Yang
Chunyan Miao
289
15
0
06 Feb 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
Zijie Zhong
Hanwen Liu
Xiaoya Cui
Xiaofan Zhang
Zengchang Qin
145
8
0
28 Jan 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language Models
Episodic Memories Generation and Evaluation Benchmark for Large Language Models
Alexis Huet
Zied Ben-Houidi
Dario Rossi
LLMAG
90
2
0
21 Jan 2025
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores
Jiaming Zhou
Songtao Zhao
Hui Wang
Tian-Hao Zhang
Haoqin Sun
Xuechen Wang
Yong Qin
240
3
0
20 Jan 2025
SteLLA: A Structured Grading System Using LLMs with RAG
SteLLA: A Structured Grading System Using LLMs with RAG
Hefei Qiu
Brian White
Ashley Ding
Reinaldo Costa
Ali Hachem
Wei Ding
Ping Chen
AI4Ed
111
0
0
17 Jan 2025
A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection
A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection
Daniel Adu Worae
Athar Sheikh
Spyridon Mastorakis
95
1
0
31 Dec 2024
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic
  Retrieval
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Aakash Mahalingam
Vinesh Kumar Gande
Aman Chadha
Vinija Jain
Divya Chaudhary
126
0
0
19 Dec 2024
Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy
  Generalization with Global and Adaptive Guidance
Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive Guidance
Zhe Wang
Haozhu Wang
Yanjun Qi
OffRL
135
0
0
01 Dec 2024
Aligning Generalisation Between Humans and Machines
Aligning Generalisation Between Humans and Machines
Filip Ilievski
Barbara Hammer
F. V. Harmelen
Benjamin Paassen
S. Saralajew
...
Vered Shwartz
Gabriella Skitalinskaya
Clemens Stachl
Gido M. van de Ven
T. Villmann
320
1
0
23 Nov 2024
AssistRAG: Boosting the Potential of Large Language Models with an
  Intelligent Information Assistant
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant
Yujia Zhou
Zheng Liu
Zhicheng Dou
AIFinLRMRALM
56
2
0
11 Nov 2024
Long Context RAG Performance of Large Language Models
Long Context RAG Performance of Large Language Models
Quinn Leng
Jacob P. Portes
Sam Havens
Matei A. Zaharia
Michael Carbin
AIFinRALM3DV
98
11
0
05 Nov 2024
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image
  Segmentation
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation
Seongsu Ha
Chaeyun Kim
Donghwa Kim
Junho Lee
Sangho Lee
Joonseok Lee
119
4
0
03 Nov 2024
Interpretable Language Modeling via Induction-head Ngram Models
Interpretable Language Modeling via Induction-head Ngram Models
Eunji Kim
Sriya Mantena
Weiwei Yang
Chandan Singh
Sungroh Yoon
Jianfeng Gao
111
0
0
31 Oct 2024
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation
Mingrui Liu
Sixiao Zhang
Cheng Long
AAML
162
4
0
26 Oct 2024
Retrieval-Augmented Diffusion Models for Time Series Forecasting
Retrieval-Augmented Diffusion Models for Time Series Forecasting
Jingwei Liu
Ling Yang
Hongyan Li
Shenda Hong
DiffMAI4TS
100
12
0
24 Oct 2024
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
Nandan Thakur
Suleman Kazi
Ge Luo
Jimmy J. Lin
Amin Ahmad
VLMRALM
210
7
0
17 Oct 2024
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?
Xianren Zhang
Xianfeng Tang
Hui Liu
Zongyu Wu
Qi He
Dongwon Lee
Suhang Wang
ALM
125
1
0
16 Oct 2024
Open Domain Question Answering with Conflicting Contexts
Open Domain Question Answering with Conflicting Contexts
Siyi Liu
Qiang Ning
Kishaloy Halder
Wei Xiao
Zheng Qi
...
Yi Zhang
Neha Anna John
Bonan Min
Yassine Benajiba
Dan Roth
LLMAG
194
5
0
16 Oct 2024
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
Yifan Feng
Chengwu Yang
Xingliang Hou
S. Du
Shihui Ying
Zongze Wu
Yue Gao
111
4
0
14 Oct 2024
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Yongxin Xu
Ruizhe Zhang
Xinke Jiang
Yujie Feng
Yuzhen Xiao
Xinyu Ma
Runchuan Zhu
Xu Chu
Junfeng Zhao
Yasha Wang
KELM
102
4
0
14 Oct 2024
Generation with Dynamic Vocabulary
Generation with Dynamic Vocabulary
Yanting Liu
Tao Ji
Changzhi Sun
Yuanbin Wu
Xiaoling Wang
81
1
0
11 Oct 2024
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed
  KV Caches for Chunked Text
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text
Songshuo Lu
Hua Wang
Yutian Rong
Zhi Chen
Yaohua Tang
VLM
88
18
0
10 Oct 2024
Retrieval-Augmented Decision Transformer: External Memory for In-context
  RL
Retrieval-Augmented Decision Transformer: External Memory for In-context RL
Thomas Schmied
Fabian Paischer
Vihang Patil
M. Hofmarcher
Razvan Pascanu
Sepp Hochreiter
OffRL
103
7
0
09 Oct 2024
Accelerating Inference of Networks in the Frequency Domain
Accelerating Inference of Networks in the Frequency Domain
Chenqiu Zhao
Guanfang Dong
Anup Basu
124
0
0
06 Oct 2024
Misinformation with Legal Consequences (MisLC): A New Task Towards
  Harnessing Societal Harm of Misinformation
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation
Chu Fei Luo
Radin Shayanfar
R. Bhambhoria
Samuel Dahan
Xiaodan Zhu
AILaw
60
0
0
04 Oct 2024
Permissive Information-Flow Analysis for Large Language Models
Permissive Information-Flow Analysis for Large Language Models
Shoaib Ahmed Siddiqui
Radhika Gaonkar
Boris Köpf
David M. Krueger
Andrew Paverd
Ahmed Salem
Shruti Tople
Lukas Wutschitz
Menglin Xia
Santiago Zanella Béguelin
138
2
0
04 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Thang Nguyen
Peter Chin
Yu-Wing Tai
RALM
130
5
0
03 Oct 2024
Contextual Document Embeddings
Contextual Document Embeddings
John X. Morris
Alexander M. Rush
101
9
0
03 Oct 2024
Undesirable Memorization in Large Language Models: A Survey
Undesirable Memorization in Large Language Models: A Survey
Ali Satvaty
Suzan Verberne
Fatih Turkmen
ELMPILM
200
7
0
03 Oct 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for
  Large Language Models
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
Luohe Shi
Yao Yao
Zuchao Li
Lefei Zhang
Hai Zhao
72
0
0
30 Sep 2024
Incorporating Precedents for Legal Judgement Prediction on European
  Court of Human Rights Cases
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
T. Y. S. S. Santosh
Mohamed Hesham Elganayni
Stanisław Sójka
Matthias Grabmair
AILaw
54
2
0
27 Sep 2024
Results of the Big ANN: NeurIPS'23 competition
Results of the Big ANN: NeurIPS'23 competition
H. Simhadri
Martin Aumüller
Amir Ingber
Matthijs Douze
G. Williams
...
Yizhuo Chen
W. J. Zheng
Zihao Wan
Jie Yin
Ben Huang
68
10
0
25 Sep 2024
Towards LifeSpan Cognitive Systems
Towards LifeSpan Cognitive Systems
Yu Wang
Chi Han
Tongtong Wu
Xiaoxin He
Wangchunshu Zhou
...
Zexue He
Wei Wang
Gholamreza Haffari
Heng Ji
Julian McAuley
KELMCLL
489
2
0
20 Sep 2024
VERA: Validation and Enhancement for Retrieval Augmented systems
VERA: Validation and Enhancement for Retrieval Augmented systems
Nitin Aravind Birur
Tanay Baswa
Divyanshu Kumar
Jatan Loya
Sahil Agarwal
P. Harshangi
VLMRALM
52
1
0
18 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Maojia Song
Shang Hong Sim
Rishabh Bhardwaj
Hai Leong Chieu
Navonil Majumder
Soujanya Poria
143
12
0
17 Sep 2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation
To Eun Kim
Fernando Diaz
138
4
0
17 Sep 2024
Online Learning via Memory: Retrieval-Augmented Detector Adaptation
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Yanan Jian
Fuxun Yu
Qi Zhang
William Levine
Brandon Dubbs
Nikolaos Karianakis
ObjDCLL
48
0
0
16 Sep 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey
Yujia Zhou
Yan Liu
Xiaoxi Li
Jiajie Jin
Hongjin Qian
Zheng Liu
Chaozhuo Li
Zhicheng Dou
Tsung-Yi Ho
Philip S. Yu
3DVRALM
116
40
0
16 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Xun Xian
Ganghua Wang
Xuan Bi
Jayanth Srinivasa
Ashish Kundu
Charles Fleming
Mingyi Hong
Jie Ding
SILM
85
2
0
12 Sep 2024
Applied Federated Model Personalisation in the Industrial Domain: A
  Comparative Study
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study
Ilias Siniosoglou
Vasileios Argyriou
G. Fragulis
Panagiotis E. Fouliras
Georgios Th. Papadopoulos
A. Lytos
Panagiotis G. Sarigiannidis
83
1
0
10 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System
RAG based Question-Answering for Contextual Response Prediction System
Sriram Veturi
Saurabh Vaichal
Reshma Lal Jagadheesh
Nafis Irtiza Tripto
Nian Yan
RALM
70
8
0
05 Sep 2024
You Only Use Reactive Attention Slice For Long Context Retrieval
You Only Use Reactive Attention Slice For Long Context Retrieval
Yun Joon Soh
Hanxian Huang
Yuandong Tian
Jishen Zhao
RALM
70
0
0
03 Sep 2024
Compositional 3D-aware Video Generation with LLM Director
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Hanxin Zhu
Tianyu He
Anni Tang
Junliang Guo
Zhibo Chen
Jiang Bian
DiffMVGen
108
7
0
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MemLong: Memory-Augmented Retrieval for Long Text Modeling
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Weijie Liu
Zecheng Tang
Juntao Li
Kehai Chen
Min Zhang
RALM
60
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Enhancing and Accelerating Large Language Models via Instruction-Aware
  Contextual Compression
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Haowen Hou
Fei Ma
Binwen Bai
Xinxin Zhu
Fei Yu
70
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A Statistical Framework for Data-dependent Retrieval-Augmented Models
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Soumya Basu
A. S. Rawat
Manzil Zaheer
RALM
88
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Writing in the Margins: Better Inference Pattern for Long Context
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M. Russak
Umar Jamil
Christopher Bryant
Kiran Kamble
Axel Magnuson
Mateusz Russak
Waseem Alshikh
61
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Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for
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Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy
Priyanka Mandikal
RALMVLM
56
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