A Survey of Large Language Models in Finance (FinLLMs)

4 February 2024

Papers citing "A Survey of Large Language Models in Finance (FinLLMs)"

27 / 27 papers shown

Title
Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance Soo-joon Choi Ji-jun Park 46 0 0 20 Apr 2025
Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs? Hansi Zeng Kai Hui Honglei Zhuang Zhen Qin Zhenrui Yue Hamed Zamani Dana Alon 38 0 0 16 Apr 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 44 0 0 14 Mar 2025
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 200 0 0 28 Feb 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan Yanran Fu Pengyuan Zhou Qingyu Chen James Caverlee Irene Z Li HILM 50 0 0 23 Feb 2025
CS-Eval: A Comprehensive Large Language Model Benchmark for CyberSecurity Zhengmin Yu Jiutian Zeng Siyi Chen Wenhan Xu Dandan Xu Xiangyu Liu Zonghao Ying Nan Wang Yuan Zhang Min Yang ELM 122 2 0 20 Jan 2025
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Elita Lobo Chirag Agarwal Himabindu Lakkaraju LRM 78 6 0 22 Nov 2024
A Survey of Financial AI: Architectures, Advances and Open Challenges Junhua Liu AIFin 82 3 0 01 Nov 2024
AI in Investment Analysis: LLMs for Equity Stock Ratings Kassiani Papasotiriou Srijan Sood Shayleen Reynolds T. Balch AIFin 38 0 0 30 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 52 3 0 24 Oct 2024
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation Minhua Lin Zhengzhang Chen Yanchi Liu Xujiang Zhao Zongyu Wu Junxiang Wang Xiang Zhang Suhang Wang Haifeng Chen AI4TS 42 7 0 22 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Bo Li Zhicheng Dou Jian-Yun Nie KELM 45 3 0 21 Oct 2024
Opportunities and Challenges of Generative-AI in Finance Akshar Prabhu Desai Ganesh Satish Mallya Mohammad Luqman Tejasvi Ravi Nithya Kota Pranjul Yadav AIFin 45 2 0 21 Oct 2024
Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy Tagore Rao Kosireddy Jeffrey D. Wall Evan Lucas 34 1 0 09 Oct 2024
Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts Rhui Dih Lee L. Wynter R. Ganti MoE 45 1 0 30 Aug 2024
StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction Shengkun Wang Taoran Ji Linhan Wang Yanshen Sun Shang-Ching Liu Amit Kumar Chang-Tien Lu AIFin AI4TS 34 2 0 25 Aug 2024
'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization Meisin Lee Soon Lay-Ki 34 2 0 07 Aug 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning Yue Guo Yi Yang 32 4 0 01 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 45 43 0 15 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 49 5 0 14 Jun 2024
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination Pengfei Zhou Weiqing Min Chaoran Fu Ying Jin Mingyu Huang Xiangyang Li Shuhuan Mei Shuqiang Jiang 43 8 0 11 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 34 12 0 03 Jun 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 48 34 0 20 Feb 2024
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 139 629 0 26 Apr 2023
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts Rajdeep Mukherjee Abhinav Bohra Akash Banerjee Soumya Sharma Manjunath Hegde ... Shivani Shrivastava Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal RALM 41 44 0 22 Oct 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 416 8,650 0 28 Jan 2022
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 452 0 10 Mar 2020