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2210.02627
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Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
6 October 2022
Shamane Siriwardhana
Rivindu Weerasekera
Elliott Wen
Tharindu Kaluarachchi
R. Rana
Suranga Nanayakkara
VLM
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Papers citing
"Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering"
23 / 73 papers shown
Title
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers
Kunal Sawarkar
Abhilasha Mangal
Shivam Raj Solanki
49
45
0
22 Mar 2024
Generative Models and Connected and Automated Vehicles: A Survey in Exploring the Intersection of Transportation and AI
Dong Shu
Zhouyao Zhu
37
1
0
14 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
Zihao Wang
Guy Van den Broeck
Haowei Lin
Jiaqi Li
Xiaojian Ma
Yitao Liang
ReLM
RALM
LRM
100
48
0
08 Mar 2024
Memoro: Using Large Language Models to Realize a Concise Interface for Real-Time Memory Augmentation
W. Zulfikar
Samantha Chan
Pattie Maes
RALM
27
19
0
04 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao
Hailin Zhang
Qinhan Yu
Zhengren Wang
Yunteng Geng
Fangcheng Fu
Ling Yang
Wentao Zhang
Jie Jiang
Bin Cui
3DV
132
232
0
29 Feb 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning
Loïc Rakotoson
S. Massip
F. Laleye
41
0
0
21 Feb 2024
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning
Mingtian Zhang
Shawn Lan
Peter Hayes
David Barber
41
2
0
19 Feb 2024
Seven Failure Points When Engineering a Retrieval Augmented Generation System
Scott Barnett
Stefanus Kurniawan
Srikanth Thudumu
Zach Brannelly
Mohamed Abdelrazek
44
82
0
11 Jan 2024
Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models
Matthew Dahl
Varun Magesh
Mirac Suzgun
Daniel E. Ho
HILM
AILaw
25
73
0
02 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey
Yunfan Gao
Yun Xiong
Xinyu Gao
Kangxiang Jia
Jinliu Pan
Yuxi Bi
Yi Dai
Jiawei Sun
Meng Wang
Haofen Wang
3DV
RALM
61
1,530
1
18 Dec 2023
Evaluating ChatGPT as a Question Answering System: A Comprehensive Analysis and Comparison with Existing Models
Hossein Bahak
Farzaneh Taheri
Zahra Zojaji
Arefeh Kazemi
ELM
AI4MH
42
17
0
11 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models
Qinggang Zhang
Junnan Dong
Hao Chen
Daochen Zha
Zailiang Yu
Xiao Huang
KELM
RALM
24
5
0
11 Dec 2023
Translation Aligned Sentence Embeddings for Turkish Language
Eren Unlu
Unver Ciftci
34
0
0
16 Nov 2023
Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis
Kexin Chen
Junyou Li
Kunyi Wang
Yuyang Du
Jiahui Yu
...
Jianzhang Pan
Yi Huang
Qun Fang
Pheng Ann Heng
Guangyong Chen
42
9
0
16 Nov 2023
Chainpoll: A high efficacy method for LLM hallucination detection
Robert Friel
Atindriyo Sanyal
LRM
HILM
34
26
0
22 Oct 2023
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
Takuya Higuchi
Shaochen Xu
Avamarie Brueggeman
Zheng Liu
Tianming Liu
Xiang Li
Ninghao Liu
RALM
15
14
0
27 Sep 2023
Physics of Language Models: Part 3.2, Knowledge Manipulation
Zeyuan Allen-Zhu
Yuanzhi Li
KELM
28
84
0
25 Sep 2023
Improving Retrieval-Augmented Large Language Models via Data Importance Learning
Xiaozhong Lyu
Stefan Grafberger
Samantha Biegel
Shaopeng Wei
Meng Cao
Sebastian Schelter
Ce Zhang
RALM
26
15
0
06 Jul 2023
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation
Tom van Sonsbeek
M. Worring
23
12
0
22 Feb 2023
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering
Dheeru Dua
Emma Strubell
Sameer Singh
Pat Verga
OOD
47
3
0
20 Dec 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization
Mengyao Cao
Yue Dong
Jackie C.K. Cheung
HILM
178
146
0
30 Aug 2021
Internet-Augmented Dialogue Generation
M. Komeili
Kurt Shuster
Jason Weston
RALM
244
281
0
15 Jul 2021
Teaching Machines to Read and Comprehend
Karl Moritz Hermann
Tomás Kociský
Edward Grefenstette
L. Espeholt
W. Kay
Mustafa Suleyman
Phil Blunsom
211
3,513
0
10 Jun 2015
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