BloombergGPT: A Large Language Model for Finance

30 March 2023

Papers citing "BloombergGPT: A Large Language Model for Finance"

50 / 512 papers shown

Title
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Sorouralsadat Fatemi Yuheng Hu Maryam Mousavi 32 1 0 04 Nov 2024
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors Yuefeng Peng Junda Wang Hong-ye Yu Amir Houmansadr SILM 62 2 0 03 Nov 2024
AI in Investment Analysis: LLMs for Equity Stock Ratings Kassiani Papasotiriou Srijan Sood Shayleen Reynolds T. Balch AIFin 36 0 0 30 Oct 2024
Belief in the Machine: Investigating Epistemological Blind Spots of Language Models Mirac Suzgun Tayfun Gur Federico Bianchi Daniel E. Ho Thomas Icard Dan Jurafsky James Zou 31 1 0 28 Oct 2024
FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task Planning Nicole Cho Nishan Srishankar Lucas Cecchi William Watson AIFin 34 1 0 25 Oct 2024
Ripple: Accelerating LLM Inference on Smartphones with Correlation-Aware Neuron Management Tuowei Wang Ruwen Fan Minxing Huang Zixu Hao Kun Li Ting Cao Youyou Lu Yaoxue Zhang Ju Ren 53 2 0 25 Oct 2024
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization David Thulke Yingbo Gao Rricha Jalota Christian Dugast Hermann Ney 29 3 0 24 Oct 2024
GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks Shuyang Hou Zhangxiao Shen Anqi Zhao Jianyuan Liang Zhipeng Gui Xuefeng Guan Rui Li Huayi Wu 24 3 0 22 Oct 2024
A Comprehensive Evaluation of Cognitive Biases in LLMs Simon Malberg Roman Poletukhin Carolin M. Schuster Georg Groh ELM 40 5 0 20 Oct 2024
Customized FinGPT Search Agents Using Foundation Models Felix Tian Ajay Byadgi Daniel Kim Daochen Zha Matt White Kairong Xiao Xiao-Yang Liu Yanglet AIFin 18 3 0 20 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 33 1 0 19 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 31 3 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 39 0 0 18 Oct 2024
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction Haoyu He Haozheng Luo Qi Wang 33 0 0 18 Oct 2024
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models Yuzhe Yang Yifei Zhang Yan Hu Y. Guo Ruoli Gan ... Haining Wang Qianqian Xie Jimin Huang Honghai Yu Benyou Wang ELM AIFin 42 2 0 17 Oct 2024
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 Yanjie Wang Siheng Chen ALM FedML 56 0 0 15 Oct 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models Jiaxin Zhang Wendi Cui Yiran Huang Kamalika Das Sricharan Kumar KELM SyDa 27 2 0 12 Oct 2024
Enterprise Benchmarks for Large Language Model Evaluation Bing Zhang Mikio Takeuchi Ryo Kawahara Shubhi Asthana Md. Maruf Hossain Guang-Jie Ren Kate Soule Yada Zhu ELM 42 2 0 11 Oct 2024
Privately Learning from Graphs with Applications in Fine-tuning Large Language Models Haoteng Yin Rongzhe Wei Eli Chien P. Li 33 0 0 10 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
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 87 1 0 09 Oct 2024
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud Marcin Chrapek Anjo Vahldiek-Oberwagner Marcin Spoczynski Scott Constable Mona Vij Torsten Hoefler 40 1 0 08 Oct 2024
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server Wenhao Wang Xiaoyu Liang Rui Ye Jingyi Chai Siheng Chen Yanfeng Wang SyDa 36 3 0 08 Oct 2024
Transformers learn variable-order Markov chains in-context Ruida Zhou C. Tian Suhas Diggavi 28 0 0 07 Oct 2024
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation Chuanyang Zheng Yihang Gao Han Shi Jing Xiong Jiankai Sun ... Xiaozhe Ren Michael Ng Xin Jiang Zhenguo Li Yu Li 36 2 0 07 Oct 2024
Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark Himanshu Gupta Shreyas Verma Ujjwala Anantheswaran Kevin Scaria Mihir Parmar Swaroop Mishra Chitta Baral ReLM LRM 32 5 0 06 Oct 2024
MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems Zhentao Xie Jiabao Zhao Yilei Wang Jinxin Shi Yanhong Bai Xingjiao Wu Liang He LLMAG 28 0 0 06 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
A Dutch Financial Large Language Model Sander Noels Jorne De Blaere Tijl De Bie 31 0 0 03 Oct 2024
FLAG: Financial Long Document Classification via AMR-based GNN Bolun "Namir" Xia Aparna Gupta Mohammed J. Zaki AI4TS AIFin 31 0 0 02 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 43 1 0 02 Oct 2024
Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance Meni Brief Oded Ovadia Gil Shenderovitz Noga Ben Yoash Rachel Lemberg Eitam Sheetrit 55 4 0 01 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 170 0 0 30 Sep 2024
The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging Masanori Hirano Kentaro Imajo MoMe 34 1 0 30 Sep 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 50 5 0 29 Sep 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 50 3 0 27 Sep 2024
Entailment-Driven Privacy Policy Classification with LLMs Bhanuka Silva Dishanika Denipitiyage Suranga Seneviratne Anirban Mahanti Aruna Seneviratne AILaw 31 0 0 25 Sep 2024
XTRUST: On the Multilingual Trustworthiness of Large Language Models Yahan Li Yi Wang Yi-Ju Chang Yuan Wu HILM LRM 34 0 0 24 Sep 2024
FMDLlama: Financial Misinformation Detection based on Large Language Models Zhiwei Liu Xin Zhang Kailai Yang Qianqian Xie Jimin Huang Sophia Ananiadou ALM 37 2 0 24 Sep 2024
A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language Nikita Kartashov Nikolaos N. Vlassis DiffM AI4CE 30 1 0 22 Sep 2024
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts Ming Wang Yuanzhong Liu Xiaoyu Liang Yijie Huang Daling Wang ... Sijia Shen Shi Feng Xiaoming Zhang Chaofeng Guan Yifei Zhang 25 1 0 20 Sep 2024
Using Large Language Models to Generate Clinical Trial Tables and Figures Yumeng Yang Peter Krusche Kristyn Pantoja Cheng Shi Ethan B. Ludmir Kirk Roberts Gen Zhu LM&MA LMTD 49 0 0 18 Sep 2024
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation Chunliang Tao Xiaojing Fan Yahe Yang 37 19 0 18 Sep 2024
KodeXv0.1: A Family of State-of-the-Art Financial Large Language Models Neel Rajani Lilli Kiessling Aleksandr Ogaltsov Claus Lang ALM 33 0 0 13 Sep 2024
Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models Rui Ye Rui Ge Yuchi Fengting Jingyi Chai Yanfeng Wang Siheng Chen FedML 40 1 0 11 Sep 2024
An overview of domain-specific foundation model: key technologies, applications and challenges Haolong Chen Hanzhi Chen Zijian Zhao Kaifeng Han Guangxu Zhu Yichen Zhao Ying Du Wei Xu Qingjiang Shi ALM VLM 66 4 0 06 Sep 2024
Entity Extraction from High-Level Corruption Schemes via Large Language Models Panagiotis Koletsis Panagiotis-Konstantinos Gemos Christos Chronis Iraklis Varlamis Vasilis Efthymiou Georgios Th. Papadopoulos 32 0 0 05 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
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 66 3 0 03 Sep 2024