InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

15 September 2023

Yi Yang

Yixuan Tang

Papers citing "InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning"

47 / 47 papers shown

Title
BrAIcht, a theatrical agent that speaks like Bertolt Brecht's characters Baz Roland Kristina Malyseva Anna Pappa Tristan Cazenave 66 0 0 29 Apr 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking Jabez Magomere Elena Kochkina Samuel Mensah Simerjot Kaur Charese Smiley 30 1 0 22 Apr 2025
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications Yupeng Cao Haohang Li Yangyang Yu Shashidhar Reddy Javaji Yueru He ... Xiao-Yang Liu K. P. Subbalakshmi Meikang Qiu Sophia Ananiadou J. Nie AuLLM 74 0 0 26 Mar 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
Exposing Product Bias in LLM Investment Recommendation Yuhan Zhi Xiaoyu Zhang Longtian Wang Shumin Jiang Shiqing Ma Xiaohong Guan Chao Shen 63 0 0 11 Mar 2025
Evaluating and Aligning Human Economic Risk Preferences in LLMs Jiaheng Liu Yi Yang Kar Yan Tam 67 0 0 09 Mar 2025
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading Guojun Xiong Zhiyang Deng Keyi Wang Yupeng Cao Haohang Li ... Kaleb Smith Xiao-Yang Liu J. Huang Sophia Ananiadou Qianqian Xie AIFin 207 1 0 20 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 66 0 0 16 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 47 0 0 04 Feb 2025
FinSphere: A Conversational Stock Analysis Agent Equipped with Quantitative Tools based on Real-Time Database Shijie Han Changhai Zhou Yiqing Shen Tianning Sun Yuhua Zhou Xiaoxia Wang Zhixiao Yang Jingshu Zhang Hongguang Li AIFin 37 1 0 08 Jan 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Haohang Li Yupeng Cao Yangyang Yu Shashidhar Reddy Javaji Zhiyang Deng ... J. Huang Lingfei Qian Xueqing Peng Qianqian Xie Jordan W. Suchow AIFin 60 5 0 24 Dec 2024
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research Xuewen Han Neng Wang Shangkun Che Hongyang Yang Kunpeng Zhang S. Xu AIFin 33 3 0 07 Nov 2024
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 43 3 0 16 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
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 176 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
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 49 1 0 23 Sep 2024
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model Junjie Li Yang Liu Weiqing Liu Shikai Fang Lewen Wang Chang Xu Jiang Bian VGen 46 4 0 04 Sep 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 42 0 15 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 38 8 0 11 Jun 2024
LLMs Could Autonomously Learn Without External Supervision Ke Ji Junying Chen Anningzhe Gao Wenya Xie Xiang Wan Benyou Wang 37 4 0 02 Jun 2024
Cost-Effective Online Multi-LLM Selection with Versatile Reward Models Xiangxiang Dai Jin Li Xutong Liu Anqi Yu J. C. Lui 41 5 0 26 May 2024
Large Language Model in Financial Regulatory Interpretation Zhiyu Cao Zachary Feinstein 39 5 0 10 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 52 64 0 25 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 42 107 0 21 Apr 2024
When Life gives you LLMs, make LLM-ADE: Large Language Models with Adaptive Data Engineering Stephen Choi William Gazeley KELM 44 2 0 19 Apr 2024
GreedLlama: Performance of Financial Value-Aligned Large Language Models in Moral Reasoning Jeffy Yu Maximilian Huber Kevin Tang 29 2 0 03 Apr 2024
Leveraging Large Language Models for Preliminary Security Risk Analysis: A Mission-Critical Case Study Matteo Esposito Francesco Palagiano 55 9 0 23 Mar 2024
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives Jiaxin Liu Yi Yang Kar Yan Tam AIFin AI4TS 46 5 0 21 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 32 4 0 10 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 44 102 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 48 33 0 20 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 44 6 0 12 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 30 55 0 04 Feb 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou ZhuoSheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 28 137 0 16 Nov 2023
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 24 60 0 16 Nov 2023
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing Yue Guo Zian Xu Yi Yang ELM 26 9 0 19 Oct 2023
FinEntity: Entity-level Sentiment Classification for Financial Texts Yixuan Tang Yi Yang Allen H Huang Andy Tam Justin Z Tang 34 8 0 19 Oct 2023
Co-audit: tools to help humans double-check AI-generated content Andrew D. Gordon Carina Negreanu J. Cambronero Rasika Chakravarthy Ian Drosos ... Hannah Richardson Advait Sarkar Stephanie Simmons Jack Williams Ben Zorn 39 13 0 02 Oct 2023
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models Xiao-Yang Liu Guoxuan Wang Hongyang Yang Daochen Zha AIFin 44 43 0 19 Jul 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 334 2,232 0 22 Mar 2023
Industry Risk Assessment via Hierarchical Financial Data Using Stock Market Sentiment Indicators Hongyin Zhu AIFin 20 4 0 05 Mar 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
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 363 12,003 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 215 1,661 0 15 Oct 2021