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Construction of Financial Conversational Assistant via Large Language Models

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Zhongchen MiaoAuthors Info & Claims

ICBAR '23: Proceedings of the 2023 3rd International Conference on Big Data, Artificial Intelligence and Risk Management

Pages 139 - 144

https://doi.org/10.1145/3656766.3656791

Published: 01 June 2024 Publication History

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Abstract

With the continuous development of AI, more and more people are experiencing "technology changes life". In artificial intelligence (AI) applications, intelligent conversation assistants play an important role, such as ChatGPT. Practitioners in the financial field have to deal with a huge amount of information every day, such as product price changes, market news, so they urgently need a reliable intelligent assistant to help them solve problems. We build a financial intelligent dialog assistant based on large language models (LLMs), which provides real-time retrieval, market analysis and many other functions. Multiple experiments prove the usability of our assistant.

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Index Terms

Construction of Financial Conversational Assistant via Large Language Models
1. Computing methodologies
  1. Artificial intelligence
    1. Natural language processing

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ICBAR '23: Proceedings of the 2023 3rd International Conference on Big Data, Artificial Intelligence and Risk Management

November 2023

1156 pages

ISBN:9798400716478

DOI:10.1145/3656766

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Association for Computing Machinery

New York, NY, United States

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Published: 01 June 2024

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ICBAR 2023

ICBAR 2023: 2023 3rd International Conference on Big Data, Artificial Intelligence and Risk Management

November 24 - 26, 2023

Chengdu, China

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Recommendations

Research on Intelligent Financial Construction

Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

AI as a friend or assistant: The mediating role of perceived usefulness in social AI vs. functional AI

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