No Language is an Island: Unifying Chinese and English in Financial
Large Language Models, Instruction Data, and Benchmarks

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No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks

10 March 2024

Alejandro Lopez-Lira

Sophia Ananiadou

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Papers citing "No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks"

17 / 17 papers shown

Title
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 91 20 0 27 Dec 2023
FinanceBench: A New Benchmark for Financial Question Answering Pranab Islam Anand Kannappan Douwe Kiela Rebecca Qian Nino Scherrer Bertie Vidgen RALM 49 86 0 20 Nov 2023
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning Wei Chen Qiushi Wang Zefei Long Xianyin Zhang Zhongtian Lu ... Siyuan Wang Jiarong Xu Xiang Bai Xuanjing Huang Zhongyu Wei 106 48 0 23 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 262 1,827 0 28 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 165 745 0 19 Sep 2023
CGCE: A Chinese Generative Chat Evaluation Benchmark for General and Financial Domains Xuanyu Zhang Bingbing Li Qing Yang ELM 32 9 0 23 May 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 386 2,388 0 09 Nov 2022
WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain Raj Sanjay Shah Kunal Chawla Dheeraj Eidnani Agam Shah Wendi Du Sudheer Chava Natraj Raman Charese Smiley Jiaao Chen Diyi Yang AIFin 80 111 0 31 Oct 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model Jinan Zou Hai Cao Lingqiao Liu Yuhao Lin Ehsan Abbasnejad Javen Qinfeng Shi AIFin 44 17 0 14 Jun 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 474 10,367 0 17 Jun 2021
Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading Zhihan Zhou Li-Qian Ma Han Liu AIFin 43 48 0 26 May 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 137 1,545 0 18 Mar 2021
FinBERT: A Pretrained Language Model for Financial Communications Yi Yang Mark Christopher Siy Uy Allen H Huang AIFin AI4CE 70 236 0 15 Jun 2020
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context Xinyi Zheng Doug Burdick Lucian Popa Xu Zhong N. Wang LMTD 64 150 0 01 May 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 87 386 0 13 Apr 2020
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Dogu Araci AIFin 118 648 0 27 Aug 2019
Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts P. Malo Ankur Sinha P. Takala P. Korhonen J. Wallenius 80 512 0 19 Jul 2013

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