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An Information Bottleneck Perspective for Effective Noise Filtering on
  Retrieval-Augmented Generation

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation

3 June 2024
Kun Zhu
Xiaocheng Feng
Xiyuan Du
Yuxuan Gu
Weijiang Yu
Haotian Wang
Qianglong Chen
Zheng Chu
Jingchang Chen
Bing Qin
ArXivPDFHTML

Papers citing "An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation"

7 / 7 papers shown
Title
Large Language Models: A Survey
Large Language Models: A Survey
Shervin Minaee
Tomáš Mikolov
Narjes Nikzad
M. Asgari-Chenaghlu
R. Socher
Xavier Amatriain
Jianfeng Gao
ALM
LM&MA
ELM
134
371
0
09 Feb 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through
  Self-Reflection
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Akari Asai
Zeqiu Wu
Yizhong Wang
Avirup Sil
Hannaneh Hajishirzi
RALM
176
638
0
17 Oct 2023
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios
  via Prompt Compression
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
Huiqiang Jiang
Qianhui Wu
Xufang Luo
Dongsheng Li
Chin-Yew Lin
Yuqing Yang
Lili Qiu
RALM
121
186
0
10 Oct 2023
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
366
12,003
0
04 Mar 2022
Compressive Visual Representations
Compressive Visual Representations
Kuang-Huei Lee
Anurag Arnab
S. Guadarrama
John F. Canny
Ian S. Fischer
SSL
65
48
0
27 Sep 2021
Graph Information Bottleneck
Graph Information Bottleneck
Tailin Wu
Hongyu Ren
Pan Li
J. Leskovec
AAML
93
224
0
24 Oct 2020
SummaRuNNer: A Recurrent Neural Network based Sequence Model for
  Extractive Summarization of Documents
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents
Ramesh Nallapati
Feifei Zhai
Bowen Zhou
207
1,255
0
14 Nov 2016
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