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BloombergGPT: A Large Language Model for Finance

30 March 2023

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

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Title
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset Tobi Olatunji Charles Nimo A. Owodunni Tassallah Abdullahi Emmanuel Ayodele ... Michael Best Irfan Essa Stephen E. Moore Chris Fourie Mercy Nyamewaa Asiedu LM&MA 148 3 0 23 Nov 2024
Probing LLM Hallucination from Within: Perturbation-Driven Approach via Internal Knowledge Seongmin Lee Hsiang Hsu Chun-Fu Chen Duen Horng Chau LRM 101 2 0 14 Nov 2024
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors Yuefeng Peng Junda Wang Hong-ye Yu Amir Houmansadr SILM 129 3 0 03 Nov 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 70 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 115 2 0 17 Oct 2024
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 114 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 129 2 0 15 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 175 1 0 09 Oct 2024
FLAG: Financial Long Document Classification via AMR-based GNN Bolun "Namir" Xia Aparna Gupta Mohammed J Zaki AI4TS AIFin 87 0 0 02 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 128 1 0 02 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 526 1 0 30 Sep 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 202 6 0 27 Sep 2024
XTRUST: On the Multilingual Trustworthiness of Large Language Models Yahan Li Yi Wang Yi-Ju Chang Yuan Wu LRM HILM 43 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 72 3 0 24 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 131 5 0 06 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 121 4 0 04 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 154 3 0 03 Sep 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications Rishi Kalra Zekun Wu Ayesha Gulley Airlie Hilliard Xin Guan Adriano Soares Koshiyama Philip C. Treleaven RALM AILaw 114 7 0 29 Aug 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 123 1 0 28 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 183 10 0 19 Aug 2024
The advantages of context specific language models: the case of the Erasmian Language Model João Gonçalves Nick Jelicic Michele Murgia Evert Stamhuis 101 0 0 13 Aug 2024
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Bhaskarjit Sarmah Benika Hall Rohan Rao Sunil Patel Stefano Pasquali Dhagash Mehta 108 52 0 09 Aug 2024
Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models Zikai Xie HILM LRM 156 7 0 09 Aug 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 80 3 0 05 Aug 2024
NativQA: Multilingual Culturally-Aligned Natural Query for LLMs Md. Arid Hasan Maram Hasanain Fatema Ahmad Sahinur Rahman Laskar Sunaya Upadhyay Vrunda N. Sukhadia Mucahid Kutlu Shammur A. Chowdhury Firoj Alam 174 7 0 13 Jul 2024
Composable Interventions for Language Models Arinbjorn Kolbeinsson Kyle O'Brien Tianjin Huang Shanghua Gao Shiwei Liu ... Anurag J. Vaidya Faisal Mahmood Marinka Zitnik Tianlong Chen Thomas Hartvigsen KELM MU 203 4 0 09 Jul 2024
The Structure of Financial Equity Research Reports -- Identification of the Most Frequently Asked Questions in Financial Analyst Reports to Automate Equity Research Using Llama 3 and GPT-4 Adria Pop Jan Spörer 30 0 0 04 Jul 2024
CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jie Feng Tianhui Liu Junbo Yan Siqi Guo Yuming Lin Yong Li 125 16 0 20 Jun 2024
Can LLMs Learn Macroeconomic Narratives from Social Media? Almog Gueta Amir Feder Zorik Gekhman Ariel Goldstein Roi Reichart 109 4 0 17 Jun 2024
Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models Kalyan Nakka Jimmy Dani Nitesh Saxena 171 1 0 08 Jun 2024
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration Huiping Zhuang Jianwei Wang Zhengdong Lu Huiping Zhuang Haoran Li Huiping Zhuang Cen Chen RALM KELM 129 8 0 03 Jun 2024
Nadine: An LLM-driven Intelligent Social Robot with Affective Capabilities and Human-like Memory Hangyeol Kang M. B. Moussa Nadia Magnenat-Thalmann 86 7 0 30 May 2024
NIFTY Financial News Headlines Dataset Raeid Saqur Ken Kato Nicholas Vinden Frank Rudzicz AIFin 78 1 0 16 May 2024
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 74 1 0 14 Apr 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 130 6 0 12 Apr 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 103 8 0 09 Apr 2024
Can Humans Identify Domains? Maria Barrett Max Müller-Eberstein Elisa Bassignana Amalie Brogaard Pauli Mike Zhang Rob van der Goot 113 1 0 02 Apr 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization Hritik Bansal Ashima Suvarna Gantavya Bhatt Nanyun Peng Kai-Wei Chang Aditya Grover ALM 155 11 0 31 Mar 2024
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications Thanos Konstantinidis Giorgos Iacovides Mingxue Xu T. Constantinides Danilo Mandic AIFin 69 10 0 18 Mar 2024
FlowMind: Automatic Workflow Generation with LLMs Zhen Zeng William Watson Nicole Cho Saba Rahimi Shayleen Reynolds T. Balch Manuela Veloso 78 33 0 17 Mar 2024
Analysis of Privacy Leakage in Federated Large Language Models Minh Nhat Vu Truc D. T. Nguyen Tre' R. Jeter My T. Thai 84 7 0 02 Mar 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 158 14 0 26 Feb 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang Hao Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 101 50 0 21 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 130 48 0 20 Feb 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations Jinhao Duan Renming Zhang James Diffenderfer B. Kailkhura Lichao Sun Elias Stengel-Eskin Mohit Bansal Tianlong Chen Kaidi Xu ELM LRM 110 67 0 19 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 81 8 0 12 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 101 98 0 10 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 96 70 0 04 Feb 2024
ChIRAAG: ChatGPT Informed Rapid and Automated Assertion Generation Bhabesh Mali Karthik Maddala Vatsal Gupta Sweeya Reddy C. Karfa Ramesh Karri 3DV 80 16 0 31 Jan 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 144 38 0 30 Jan 2024