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Generalization through Memorization: Nearest Neighbor Language Models

Generalization through Memorization: Nearest Neighbor Language Models

1 November 2019
Urvashi Khandelwal
Omer Levy
Dan Jurafsky
Luke Zettlemoyer
M. Lewis
    RALM
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Papers citing "Generalization through Memorization: Nearest Neighbor Language Models"

50 / 576 papers shown
Title
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
27
3
0
14 Oct 2024
Generation with Dynamic Vocabulary
Generation with Dynamic Vocabulary
Yanting Liu
Tao Ji
Changzhi Sun
Yuanbin Wu
Xiaoling Wang
45
0
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
31
12
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
34
6
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
35
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
26
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 J. Paverd
Ahmed Salem
Shruti Tople
Lukas Wutschitz
Menglin Xia
Santiago Zanella Béguelin
26
1
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
34
4
0
03 Oct 2024
Contextual Document Embeddings
Contextual Document Embeddings
John X. Morris
Alexander M. Rush
19
7
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
ELM
PILM
69
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
24
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
19
1
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
24
5
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
KELM
CLL
112
1
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
VLM
RALM
19
1
0
18 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
51
2
0
17 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
29
6
0
17 Sep 2024
Online Learning via Memory: Retrieval-Augmented Detector Adaptation
Online Learning via Memory: Retrieval-Augmented Detector Adaptation
Yanan Jian
Fuxun Yu
Qi Zhang
William Levine
Brandon Dubbs
Nikolaos Karianakis
ObjD
CLL
16
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
3DV
RALM
50
27
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
21
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
25
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
41
5
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
33
0
0
03 Sep 2024
Compositional 3D-aware Video Generation with LLM Director
Compositional 3D-aware Video Generation with LLM Director
Hanxin Zhu
Tianyu He
Anni Tang
Junliang Guo
Zhibo Chen
Jiang Bian
DiffM
VGen
31
7
0
31 Aug 2024
MemLong: Memory-Augmented Retrieval for Long Text Modeling
MemLong: Memory-Augmented Retrieval for Long Text Modeling
Weijie Liu
Zecheng Tang
Juntao Li
Kehai Chen
Min Zhang
RALM
17
2
0
30 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware
  Contextual Compression
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression
Haowen Hou
Fei Ma
Binwen Bai
Xinxin Zhu
Fei Yu
28
0
0
28 Aug 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models
A Statistical Framework for Data-dependent Retrieval-Augmented Models
Soumya Basu
A. S. Rawat
Manzil Zaheer
RALM
41
0
0
27 Aug 2024
Writing in the Margins: Better Inference Pattern for Long Context
  Retrieval
Writing in the Margins: Better Inference Pattern for Long Context Retrieval
M. Russak
Umar Jamil
Christopher Bryant
Kiran Kamble
Axel Magnuson
Mateusz Russak
Waseem Alshikh
19
2
0
27 Aug 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for
  Ancient Indian Philosophy
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy
Priyanka Mandikal
RALM
VLM
45
0
0
21 Aug 2024
Great Memory, Shallow Reasoning: Limits of $k$NN-LMs
Great Memory, Shallow Reasoning: Limits of kkkNN-LMs
Shangyi Geng
Wenting Zhao
Alexander M. Rush
RALM
ReLM
LRM
29
1
0
21 Aug 2024
Epistemic Injustice in Generative AI
Epistemic Injustice in Generative AI
Jackie Kay
Atoosa Kasirzadeh
Shakir Mohamed
AILaw
34
6
0
21 Aug 2024
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for
  Advanced Retrieval-Augmented Generation in Fact-Checking
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking
Rong-Ching Chang
Jiawei Zhang
46
2
0
16 Aug 2024
Towards flexible perception with visual memory
Towards flexible perception with visual memory
Robert Geirhos
P. Jaini
Austin Stone
Sourabh Medapati
Xi Yi
G. Toderici
Abhijit Ogale
Jonathon Shlens
35
1
0
15 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning
Ye Yuan
Chengwu Liu
Jingyang Yuan
Gongbo Sun
Siqi Li
Ming Zhang
LRM
34
5
0
09 Aug 2024
Retrieval-augmented code completion for local projects using large
  language models
Retrieval-augmented code completion for local projects using large language models
Marko Hostnik
Marko Robnik-Sikonja
RALM
27
0
0
09 Aug 2024
Local Topology Measures of Contextual Language Model Latent Spaces With
  Applications to Dialogue Term Extraction
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction
Benjamin Matthias Ruppik
Michael Heck
Carel van Niekerk
Renato Vukovic
Hsien-chin Lin
Shutong Feng
Marcus Zibrowius
Milica Gašić
29
2
0
07 Aug 2024
A Debiased Nearest Neighbors Framework for Multi-Label Text
  Classification
A Debiased Nearest Neighbors Framework for Multi-Label Text Classification
Zifeng Cheng
Zhiwei Jiang
Yafeng Yin
Zhaoling Chen
Cong Wang
Shiping Ge
Qiguo Huang
Qing Gu
29
0
0
06 Aug 2024
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and
  Implications
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
Till Speicher
Mohammad Aflah Khan
Qinyuan Wu
Vedant Nanda
Soumi Das
Bishwamittra Ghosh
Krishna P. Gummadi
Evimaria Terzi
41
3
0
27 Jul 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive
  Study and Hybrid Approach
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Zhuowan Li
Cheng-rong Li
Mingyang Zhang
Qiaozhu Mei
Michael Bendersky
3DV
RALM
60
34
0
23 Jul 2024
An Empirical Study of Retrieval Augmented Generation with
  Chain-of-Thought
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought
Yuetong Zhao
Hongyu Cao
Xianyu Zhao
Zhijian Ou
RALM
LRM
16
3
0
22 Jul 2024
Exploiting Pre-trained Models for Drug Target Affinity Prediction with
  Nearest Neighbors
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors
Qizhi Pei
Lijun Wu
Zhenyu He
Jinhua Zhu
Yingce Xia
Shufang Xie
Rui Yan
21
0
0
21 Jul 2024
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
Peng-Tao Xu
Wei Ping
Xianchao Wu
Zihan Liu
M. Shoeybi
Mohammad Shoeybi
Bryan Catanzaro
RALM
44
14
0
19 Jul 2024
Nearest Neighbor Future Captioning: Generating Descriptions for Possible
  Collisions in Object Placement Tasks
Nearest Neighbor Future Captioning: Generating Descriptions for Possible Collisions in Object Placement Tasks
Takumi Komatsu
Motonari Kambara
Shumpei Hatanaka
Haruka Matsuo
Tsubasa Hirakawa
Takayoshi Yamashita
H. Fujiyoshi
Komei Sugiura
27
0
0
18 Jul 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Zhouyu Jiang
Mengshu Sun
Lei Liang
Zhiqiang Zhang
RALM
65
10
0
18 Jul 2024
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
Tsung-Han Wu
Giscard Biamby
Jerome Quenum
Ritwik Gupta
Joseph E. Gonzalez
Trevor Darrell
David M. Chan
VLM
35
7
0
18 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
To Eun Kim
Alireza Salemi
Andrew Drozdov
Fernando Diaz
Hamed Zamani
48
7
0
17 Jul 2024
Goldfish: Vision-Language Understanding of Arbitrarily Long Videos
Goldfish: Vision-Language Understanding of Arbitrarily Long Videos
Kirolos Ataallah
Xiaoqian Shen
Eslam Abdelrahman
Essam Sleiman
Mingchen Zhuge
Jian Ding
Deyao Zhu
Jürgen Schmidhuber
Mohamed Elhoseiny
VLM
17
17
0
17 Jul 2024
Mitigating Entity-Level Hallucination in Large Language Models
Mitigating Entity-Level Hallucination in Large Language Models
Weihang Su
Yichen Tang
Qingyao Ai
Changyue Wang
Zhijing Wu
Yiqun Liu
HILM
27
6
0
12 Jul 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering
CompAct: Compressing Retrieved Documents Actively for Question Answering
Chanwoong Yoon
Taewhoo Lee
Hyeon Hwang
Minbyul Jeong
Jaewoo Kang
KELM
RALM
MQ
27
10
0
12 Jul 2024
Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection
Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection
Ye Liu
Jiajun Zhu
Kai Zhang
Haoyu Tang
Yanghai Zhang
Xukai Liu
Qi Liu
Enhong Chen
53
0
0
12 Jul 2024
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