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Deficiency of Large Language Models in Finance: An Empirical Examination
  of Hallucination

Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination

27 November 2023
Haoqiang Kang
Xiao-Yang Liu
    RALM
ArXivPDFHTML

Papers citing "Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination"

4 / 4 papers shown
Title
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement
Siyuan Zhang
Y. Zhang
Yinpeng Dong
Hang Su
HILM
KELM
117
0
0
26 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions
Valuable Hallucinations: Realizable Non-realistic Propositions
Qiucheng Chen
Bo Wang
LRM
54
0
0
16 Feb 2025
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
147
621
0
17 Oct 2023
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large
  Language Models
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models
Boyu Zhang
Hongyang Yang
Tianyu Zhou
Muhammad Ali Babar
Xiao-Yang Liu
AIFin
56
101
0
06 Oct 2023
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