DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning

23 October 2023

Xuanjing Huang

Papers citing "DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning"

35 / 35 papers shown

Title
From Deep Learning to LLMs: A survey of AI in Quantitative Investment Bokai Cao Saizhuo Wang Xinyi Lin Xiaojun Wu Haohan Zhang L. Ni Jian Guo AIFin 52 0 0 27 Mar 2025
Exposing Product Bias in LLM Investment Recommendation Yuhan Zhi Xiaoyu Zhang Longtian Wang Shumin Jiang Shiqing Ma Xiaohong Guan Chao Shen 56 0 0 11 Mar 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 50 0 0 16 Feb 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 51 8 0 03 Jan 2025
BianCang: A Traditional Chinese Medicine Large Language Model Sibo Wei Xueping Peng Yi-Fei Wang Jiasheng Si Weiyu Zhang Wenpeng Lu Xiaoming Wu Yinglong Wang LM&MA 32 1 0 17 Nov 2024
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models Xiaojun Wu Junxi Liu Huanyi Su Zhouchi Lin Yiyan Qi ... Fuwei Wang Saizhuo Wang Fengrui Hua Jia Li Jian Guo 45 0 0 09 Nov 2024
CAP: Data Contamination Detection via Consistency Amplification Yi Zhao Jing Li Linyi Yang 21 1 0 19 Oct 2024
Assistive AI for Augmenting Human Decision-making Natabara Máté Gyöngyössy Bernát Török Csilla Farkas Laura Lucaj Attila Menyhárd Krisztina Menyhárd-Balázs András Simonyi Patrick van der Smagt Zsolt Ződi András Lőrincz 21 0 0 18 Oct 2024
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration Lai Wei Wenkai Wang Xiaoyu Shen Yu Xie Zhihao Fan Xiaojin Zhang Zhongyu Wei Wei Chen 14 4 0 06 Oct 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 31 2 0 27 Sep 2024
SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models Shujuan Zhao Lingfeng Qiao Kangyang Luo Qian-Wen Zhang Junru Lu Di Yin AIFin 27 1 0 05 Aug 2024
AnyTaskTune: Advanced Domain-Specific Solutions through Task-Fine-Tuning Jiaxi Cui Wentao Zhang Jing Tang Xudong Tong Zhenwei Zhang Amie Jing Wen Rongsheng Wang Pengfei Wu 18 0 0 09 Jul 2024
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models Ying Nie Binwei Yan Tianyu Guo Hao Liu Haoyu Wang ... Weihao Wang Qiang Li Weijian Sun Yunhe Wang Dacheng Tao ELM 39 2 0 02 Jul 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 32 40 0 15 Jun 2024
Automatically Generating Numerous Context-Driven SFT Data for LLMs across Diverse Granularity Shanghaoran Quan 27 3 0 26 May 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 21 1 0 25 May 2024
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang 19 28 0 20 May 2024
Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset Jie Zhu Junhui Li Yalong Wen Lifan Guo ELM ALM 30 6 0 17 May 2024
NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance Huan-Yi Su Ke Wu Yu-Hao Huang Wu-Jun Li 22 1 0 01 May 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model Hengyuan Zhang Yanru Wu Dawei Li Zacc Yang Rui Zhao Yong Jiang Fei Tan ALM 17 1 0 16 Apr 2024
EFSA: Towards Event-Level Financial Sentiment Analysis Tianyu Chen Yiming Zhang Guoxin Yu Dapeng Zhang Li Zeng Qing He Xiang Ao 19 3 0 08 Apr 2024
SilverSight: A Multi-Task Chinese Financial Large Language Model Based on Adaptive Semantic Space Learning Yuhang Zhou Zeping Li Siyu Tian Yuchen Ni Sen Liu Guangnan Ye Hongfeng Chai 30 1 0 07 Apr 2024
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing Ziwei Chai Guoyin Wang Jing Su Tianjie Zhang Xuanwen Huang ... Jingjing Xu Jianbo Yuan Hongxia Yang Fei Wu Yang Yang 21 5 0 25 Mar 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks Gang Hu Ke Qin Chenhan Yuan Min Peng Alejandro Lopez-Lira Benyou Wang Sophia Ananiadou Wanlong Yu Jimin Huang Qianqian Xie 17 4 0 10 Mar 2024
SoMeLVLM: A Large Vision Language Model for Social Media Processing Xinnong Zhang Haoyu Kuang Xinyi Mou Hanjia Lyu Kun Wu Siming Chen Jiebo Luo Xuanjing Huang Zhongyu Wei MLLM 33 2 0 20 Feb 2024
FinBen: A Holistic Financial Benchmark for Large Language Models Qianqian Xie Weiguang Han Zhengyu Chen Ruoyu Xiang Xiao Zhang ... Yanzhao Lai Hao Wang Min Peng Sophia Ananiadou Jimin Huang AIFin 25 31 0 20 Feb 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Gagan Bhatia El Moatez Billah Nagoudi Hasan Cavusoglu Muhammad Abdul-Mageed AIFin 14 4 0 16 Feb 2024
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator Zhihao Fan Jialong Tang Wei Chen Siyuan Wang Zhongyu Wei Jun Xi Fei Huang Jingren Zhou LM&MA 23 19 0 15 Feb 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English Xiao Zhang Ruoyu Xiang Chenhan Yuan Duanyu Feng Weiguang Han ... Xiao-Yang Liu Sophia Ananiadou Min Peng Jimin Huang Qianqian Xie 20 6 0 12 Feb 2024
Improving Domain Adaptation through Extended-Text Reading Comprehension Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang AI4CE 17 9 0 14 Jan 2024
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 53 15 0 27 Dec 2023
Shai: A large language model for asset management Zhongyang Guo Guanran Jiang Zhongdan Zhang Peng Li Zhefeng Wang Yinchun Wang ALM LM&MA 23 4 0 21 Dec 2023
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models Xiao-Yang Liu Guoxuan Wang Hongyang Yang Daochen Zha AIFin 18 41 0 19 Jul 2023
Large Language Models (GPT) Struggle to Answer Multiple-Choice Questions about Code Jaromír Šavelka Arav Agarwal Chris Bogart M. Sakr ELM 58 50 0 09 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022