FinGPT: Open-Source Financial Large Language Models

9 June 2023

Papers citing "FinGPT: Open-Source Financial Large Language Models"

30 / 30 papers shown

Title
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 50 0 0 01 May 2025
Understanding Users' Security and Privacy Concerns and Attitudes Towards Conversational AI Platforms Mutahar Ali Arjun Arunasalam Habiba Farrukh SILM 59 0 0 09 Apr 2025
Llamarine: Open-source Maritime Industry-specific Large Language Model William Nguyen An Phan Konobu Kimura Hitoshi Maeno Mika Tanaka Quynh Le William Poucher Christopher Nguyen LRM 33 0 0 28 Feb 2025
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM Zhi-Hua Zhou Kun-Yang Yu Shi-Yu Tian Jiang-Xin Shi Xiao-Wen Yang Pengxiao Song Yi-Xuan Jin Lan-Zhe Guo Yu-Feng Li ELM AILaw 55 1 0 10 Feb 2025
Ensembles of Low-Rank Expert Adapters Yinghao Li Vianne Gao Chao Zhang MohamadAli Torkamani 77 0 0 31 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 107 155 0 28 Jan 2025
Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools Florian Freund Philippe Tamla Matthias Hemmje 47 1 0 27 Jan 2025
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 43 3 0 16 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Guangyi Liu Fengting Yuchi W. Zhao Jingjing Qu Yunhong Wang Siheng Chen ALM FedML 58 0 0 15 Oct 2024
FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering Siqiao Xue Tingting Chen Fan Zhou Qingyang Dai Zhixuan Chu Hongyuan Mei 41 4 0 06 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 212 0 0 30 Sep 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 50 3 0 27 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 46 36 0 23 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 69 3 0 03 Sep 2024
Training Ultra Long Context Language Model with Fully Pipelined Distributed Transformer Jinghan Yao Sam Ade Jacobs Masahiro Tanaka Olatunji Ruwase Hari Subramoni D. Panda 33 2 0 30 Aug 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 65 1 0 28 Aug 2024
Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models Kalyan Nakka Jimmy Dani Nitesh Saxena 51 1 0 08 Jun 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 50 1 0 25 May 2024
Automating Customer Needs Analysis: A Comparative Study of Large Language Models in the Travel Industry Simone Barandoni F. Chiarello Lorenzo Cascone Emiliano Marrale Salvatore Puccio 51 5 0 27 Apr 2024
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 47 1 0 14 Apr 2024
Transforming Competition into Collaboration: The Revolutionary Role of Multi-Agent Systems and Language Models in Modern Organizations Carlos Jose Xavier Cruz LLMAG 30 3 0 12 Mar 2024
Towards Training A Chinese Large Language Model for Anesthesiology Zhonghai Wang Jie Jiang Yibing Zhan Bohao Zhou Yanhong Li ... Liang Ding Hua Jin Jun Peng Xu Lin Weifeng Liu LM&MA 40 3 0 05 Mar 2024
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging Wei Zhang Jian Yang Anjie Le Zehan Li Shuangyong Song Xianfu Cheng Tieqiao Zheng Shi Xu 67 14 0 28 Feb 2024
ESGReveal: An LLM-based approach for extracting structured data from ESG reports Yi Zou Mengying Shi Zhongjie Chen Zhu Deng Zongxiong Lei Zihan Zeng Shiming Yang Hongxiang Tong Lei Xiao Wenwen Zhou 47 9 0 25 Dec 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 42 118 0 16 Oct 2023
The Importance of Prompt Tuning for Automated Neuron Explanations Justin Lee Tuomas P. Oikarinen Arjun Chatha Keng-Chi Chang Yilan Chen Tsui-Wei Weng LRM 30 5 0 09 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 32 44 0 07 Oct 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 32 6 0 17 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 63 311 0 05 Jul 2023
A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective Yu Zhao Huaming Du Qing Li Fuzhen Zhuang Ji Liu Gang Kou Gang Kou 30 1 0 28 Nov 2022