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Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy

Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy

Rishabh Uapadhyay
Marco Viviani
ArXiv (abs)PDFHTML

Papers citing "Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy"

22 / 22 papers shown
Title
Efficient Medical Question Answering with Knowledge-Augmented Question Generation
Efficient Medical Question Answering with Knowledge-Augmented Question Generation
Julien Khlaut
Corentin Dancette
Elodie Ferreres
Alaedine Bennani
Paul Hérent
Pierre Manceron
35
2
0
23 May 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
Giacomo Frisoni
Alessio Cocchieri
Alex Presepi
Gianluca Moro
Zaiqiao Meng
RALMMedIm
80
17
0
04 Mar 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
Herun Wan
Shangbin Feng
Zhaoxuan Tan
Heng Wang
Yulia Tsvetkov
Minnan Luo
103
32
0
16 Feb 2024
Question answering systems for health professionals at the point of care -- a systematic review
Question answering systems for health professionals at the point of care -- a systematic review
Gregory Kell
A. Roberts
Serge Umansky
Linglong Qian
Davide Ferrari
Frank Soboczenski
Byron Wallace
Nikhil Patel
Iain J. Marshall
AI4MH
63
11
0
24 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims
Fengzhu Zeng
Wei Gao
80
20
0
16 Jan 2024
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
Xuan Zhang
Wei Gao
LRM
49
92
0
30 Sep 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
Vaibhav Adlakha
Parishad BehnamGhader
Xing Han Lù
Nicholas Meade
Siva Reddy
87
126
0
31 Jul 2023
Fact-Checking Complex Claims with Program-Guided Reasoning
Fact-Checking Complex Claims with Program-Guided Reasoning
Liangming Pan
Xiaobao Wu
Xinyuan Lu
Anh Tuan Luu
William Yang Wang
Min-Yen Kan
Preslav Nakov
LRM
81
135
0
22 May 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
Xianzhi Li
Samuel Chan
Xiaodan Zhu
Yulong Pei
Zhiqiang Ma
Xiaomo Liu
Sameena Shah
AI4MH
51
79
0
10 May 2023
PANACEA: An Automated Misinformation Detection System on COVID-19
PANACEA: An Automated Misinformation Detection System on COVID-19
Runcong Zhao
Miguel Arana Catania
Lixing Zhu
E. Kochkina
Lin Gui
A. Zubiaga
Rob Procter
Maria Liakata
Yulan He
281
7
0
28 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
Yejin Bang
Samuel Cahyawijaya
Nayeon Lee
Wenliang Dai
Dan Su
...
Tiezheng Yu
Willy Chung
Quyet V. Do
Yan Xu
Pascale Fung
ReLMLRM
107
1,380
0
08 Feb 2023
REPLUG: Retrieval-Augmented Black-Box Language Models
REPLUG: Retrieval-Augmented Black-Box Language Models
Weijia Shi
Sewon Min
Michihiro Yasunaga
Minjoon Seo
Rich James
M. Lewis
Luke Zettlemoyer
Wen-tau Yih
RALMVLMKELM
134
638
0
30 Jan 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
H. Trivedi
Niranjan Balasubramanian
Tushar Khot
Ashish Sabharwal
KELMRALMLRM
113
458
0
20 Dec 2022
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments
Ethan Mendes
Yang Chen
Wei Xu
Alan Ritter
44
16
0
19 Dec 2022
Large Language Models with Controllable Working Memory
Large Language Models with Controllable Working Memory
Daliang Li
A. S. Rawat
Manzil Zaheer
Xin Wang
Michal Lukasik
Andreas Veit
Felix X. Yu
Surinder Kumar
KELM
115
169
0
09 Nov 2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19
Zhenrui Yue
Huimin Zeng
Ziyi Kou
Lanyu Shang
Dong Wang
53
33
0
20 Aug 2022
A Survey on Automated Fact-Checking
A Survey on Automated Fact-Checking
Zhijiang Guo
Michael Schlichtkrull
Andreas Vlachos
92
492
0
26 Aug 2021
The Curious Case of Hallucinations in Neural Machine Translation
The Curious Case of Hallucinations in Neural Machine Translation
Vikas Raunak
Arul Menezes
Marcin Junczys-Dowmunt
199
194
0
14 Apr 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling
GLM: General Language Model Pretraining with Autoregressive Blank Infilling
Zhengxiao Du
Yujie Qian
Xiao Liu
Ming Ding
J. Qiu
Zhilin Yang
Jie Tang
BDLAI4CE
135
1,545
0
18 Mar 2021
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
Gautier Izacard
Edouard Grave
RALM
122
1,173
0
02 Jul 2020
Assessing The Factual Accuracy of Generated Text
Assessing The Factual Accuracy of Generated Text
Ben Goodrich
Vinay Rao
Mohammad Saleh
Peter J. Liu
HILM
90
188
0
30 May 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
Jinhyuk Lee
Wonjin Yoon
Sungdong Kim
Donghyeon Kim
Sunkyu Kim
Chan Ho So
Jaewoo Kang
OOD
156
5,659
0
25 Jan 2019

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