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2210.02627
Cited By
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"
50 / 73 papers shown
Title
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
Qiuyu Zhu
Liang Zhang
Qianxiong Xu
Cheng Long
Jie Zhang
24
0
0
16 May 2025
Benchmarking Retrieval-Augmented Generation for Chemistry
Xianrui Zhong
Bowen Jin
Siru Ouyang
Yanzhen Shen
Qiao Jin
Yin Fang
Zhiyong Lu
Jiawei Han
3DV
31
0
0
12 May 2025
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language
Sijin Sun
Liangbin Zhao
Ming Deng
Xiuju Fu
23
0
0
02 May 2025
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks
Yang Liu
Bingjie Yan
Tianyuan Zou
Jianqing Zhang
Zixuan Gu
...
Jiyang Li
Xiaozhou Ye
Ye Ouyang
Qiang Yang
Wenjie Qu
ALM
205
1
0
24 Apr 2025
LLM-assisted Graph-RAG Information Extraction from IFC Data
Sima Iranmanesh
Hadeel Saadany
Edlira Vakaj
29
0
0
23 Apr 2025
Credible plan-driven RAG method for Multi-hop Question Answering
Ningning Zhang
Chi Zhang
Zhizhong Tan
Xingxing Yang
Weiping Deng
Wenyong Wang
LRM
38
0
0
23 Apr 2025
Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs
Hyungwoo Lee
Kihyun Kim
Jinwoo Kim
Jungmin So
Myung-Hoon Cha
H. Kim
James J. Kim
Youngjae Kim
37
0
0
16 Apr 2025
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented Generation
Alireza Salemi
Chris Samarinas
Hamed Zamani
36
0
0
10 Apr 2025
UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training
Jiaqi Deng
Kaize Shi
Zonghan Wu
Huan Huo
Dingxian Wang
Guandong Xu
26
0
0
05 Apr 2025
Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models
Zahra Khalila
Arbi Haza Nasution
Winda Monika
Aytug Onan
Yohei Murakami
Yasir Bin Ismail Radi
Noor Mohammad Osmani
RALM
78
0
0
20 Mar 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
Tianyu Cui
Song-Jun Xu
Artem Moskalev
Shuwei Li
Tommaso Mansi
Mangal Prakash
Rui Liao
BDL
73
0
0
06 Mar 2025
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks
Umar Ali Khan
Ekram Khan
Fiza Khan
A. A. Moinuddin
48
0
0
02 Mar 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings
Aayush Dhakal
Srikumar Sastry
Subash Khanal
Adeel Ahmad
Eric Xing
Nathan Jacobs
55
0
0
27 Feb 2025
QuOTE: Question-Oriented Text Embeddings
Andrew Neeser
Kaylen Latimer
Aadyant Khatri
Chris Latimer
Naren Ramakrishnan
RALM
49
0
0
16 Feb 2025
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Spatial Reasoning Questions
Dazhou Yu
Riyang Bao
Gengchen Mai
Liang Zhao
ReLM
LRM
53
4
0
04 Feb 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
Robert Friel
Masha Belyi
Atindriyo Sanyal
82
21
0
17 Jan 2025
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems
Mohita Chowdhury
Yajie Vera He
Aisling Higham
Ernest Lim
58
1
0
14 Jan 2025
Zero-Indexing Internet Search Augmented Generation for Large Language Models
Guangxin He
Zonghong Dai
Jiangcheng Zhu
Binqiang Zhao
Qicheng Hu
Chenyue Li
You Peng
Chen Wang
Binhang Yuan
69
0
0
31 Dec 2024
Accelerating Retrieval-Augmented Generation
Derrick Quinn
Mohammad Nouri
Neel Patel
John Salihu
Alireza Salemi
Sukhan Lee
Hamed Zamani
Mohammad Alian
RALM
3DV
90
4
0
14 Dec 2024
Multimodal large language model for wheat breeding: a new exploration of smart breeding
Guofeng Yang
Yu Li
Yong He
Zhenjiang Zhou
Lingzhen Ye
Hui Fang
Yiqi Luo
Xuping Feng
72
2
0
20 Nov 2024
Jal Anveshak: Prediction of fishing zones using fine-tuned LlaMa 2
Arnav Mejari
Maitreya Vaghulade
Paarshva Chitaliya
Arya Telang
Lynette D'mello
42
0
0
15 Nov 2024
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data
Anum Afzal
Juraj Vladika
Gentrit Fazlija
Andrei Staradubets
Florian Matthes
RALM
38
0
0
13 Nov 2024
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval
Arshia Hemmat
Kianoosh Vadaei
Mohammad Hassan Heydari
Afsaneh Fatemi
RALM
68
0
0
09 Nov 2024
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions
Lixiao Yang
Mengyang Xu
Weimao Ke
RALM
40
0
0
01 Nov 2024
GLAT: The Generative AI Literacy Assessment Test
Yueqiao Jin
Roberto Martínez-Maldonado
D. Gašević
Lixiang Yan
52
3
0
01 Nov 2024
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions
Chen-Chi Chang
Han-Pi Chang
Hung-Shin Lee
26
1
0
21 Oct 2024
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?
Shang Wang
Tianqing Zhu
Dayong Ye
Wanlei Zhou
MU
44
2
0
20 Oct 2024
Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching
Jie Peng
Zhang Cao
Huaizhi Qu
Zhengyu Zhang
Chang Guo
Yanyong Zhang
Zhichao Cao
Tianlong Chen
39
2
0
17 Oct 2024
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization
Alireza Salemi
Hamed Zamani
RALM
26
4
0
13 Oct 2024
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text
Songshuo Lu
Hua Wang
Yutian Rong
Zhi Chen
Yaohua Tang
VLM
31
16
0
10 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
Mengxuan Hu
Hongyi Wu
Zihan Guan
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Sheng Li
SILM
41
3
0
10 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Thang Nguyen
Peter Chin
Yu-Wing Tai
RALM
42
4
0
03 Oct 2024
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
194
1
0
20 Sep 2024
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models
Bryan Zhang
Taichi Nakatani
Stephan Walter
38
0
0
19 Sep 2024
From Data Stories to Dialogues: A Randomised Controlled Trial of Generative AI Agents and Data Storytelling in Enhancing Data Visualisation Comprehension
Lixiang Yan
Roberto Martínez-Maldonado
Yueqiao Jin
Vanessa Echeverría
M. Milesi
Jie Fan
Linxuan Zhao
Riordan Alfredo
Xinyu Li
Dragan Gašević
20
1
0
18 Sep 2024
RealMedQA: A pilot biomedical question answering dataset containing realistic clinical questions
Gregory Kell
A. Roberts
Serge Umansky
Yuti Khare
Najma Ahmed
...
Chloe Simela
Jack Coumbe
Julian Rozario
Ryan-Rhys Griffiths
Iain J. Marshall
49
0
0
16 Aug 2024
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs
Ayush RoyChowdhury
Mulong Luo
Prateek Sahu
Sarbartha Banerjee
Mohit Tiwari
SILM
51
4
0
09 Aug 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Zhouyu Jiang
Mengshu Sun
Lei Liang
Qing Cui
RALM
80
11
0
18 Jul 2024
Enhancing Commentary Strategies for Imperfect Information Card Games: A Study of Large Language Models in Guandan Commentary
Meiling Tao
Xuechen Liang
Ziyi Wang
Yiling Tao
Yiling Tao
Jianhui Wang
Sun Li Tianyu Shi
49
1
0
23 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
Zhepei Wei
Wei-Lin Chen
Yu Meng
RALM
69
17
0
19 Jun 2024
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination
Pengfei Zhou
Weiqing Min
Chaoran Fu
Ying Jin
Mingyu Huang
Xiangyang Li
Shuhuan Mei
Shuqiang Jiang
38
8
0
11 Jun 2024
How to Strategize Human Content Creation in the Era of GenAI?
Seyed A. Esmaeili
Kshipra Bhawalkar
Zhe Feng
Di Wang
Di Wang
Haifeng Xu
64
4
0
07 Jun 2024
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
Jiaqi Xue
Meng Zheng
Yebowen Hu
Fei Liu
Xun Chen
Qian Lou
AAML
SILM
38
26
0
03 Jun 2024
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools
Varun Magesh
Faiz Surani
Matthew Dahl
Mirac Suzgun
Christopher D. Manning
Daniel E. Ho
HILM
ELM
AILaw
27
66
0
30 May 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking
Jialin Dong
Bahare Fatemi
Bryan Perozzi
Lin F. Yang
Anton Tsitsulin
58
25
0
28 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Wenqi Fan
Yujuan Ding
Liang-bo Ning
Shijie Wang
Hengyun Li
Dawei Yin
Tat-Seng Chua
Qing Li
RALM
3DV
40
191
0
10 May 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
Yeqi Gao
Yuzhou Gu
Zhao Song
35
0
0
09 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
Alireza Salemi
Hamed Zamani
38
4
0
30 Apr 2024
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
Chao Jin
Zili Zhang
Xuanlin Jiang
Fangyue Liu
Xin Liu
Xuanzhe Liu
Xin Jin
42
41
0
18 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies
Benjue Weng
LM&MA
46
8
0
13 Apr 2024
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