FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

27 August 2019

Papers citing "FinBERT: Financial Sentiment Analysis with Pre-trained Language Models"

50 / 56 papers shown

Title
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks Shunyao Wang Ming Cheng Christina Dan Wang AIFin 25 0 0 11 May 2025
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting Z. R. K. Rostam Gábor Kertész 24 0 0 26 Apr 2025
WebMap -- Large Language Model-assisted Semantic Link Induction in the Web Shiraj Pokharel Georg P. Roßrucker Mario M. Kubek KELM 23 0 0 31 Mar 2025
From Deep Learning to LLMs: A survey of AI in Quantitative Investment Bokai Cao Saizhuo Wang Xinyi Lin Xiaojun Wu Haohan Zhang L. Ni Jian Guo AIFin 54 0 0 27 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 154 0 0 20 Feb 2025
Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion Lumen AI Tengzhou No. 1 Middle School Shihao Ji Zihui Song Fucheng Zhong Jisen Jia Zhaobo Wu Zheyi Cao Xu Tianhao 36 0 0 28 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 93 0 0 17 Jan 2025
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 33 3 0 16 Oct 2024
SETN: Stock Embedding Enhanced with Textual and Network Information Takehiro Takayanagi Hiroki Sakaji Kiyoshi Izumi AIFin 30 2 0 06 Aug 2024
FinTruthQA: A Benchmark Dataset for Evaluating the Quality of Financial Information Disclosure Ziyue Xu Peilin Zhou Xinyu Shi Jiageng Wu Yikang Jiang Bin Ke Jie-jin Yang Jie Yang 36 5 0 17 Jun 2024
FinEmbedDiff: A Cost-Effective Approach of Classifying Financial Documents with Vector Sampling using Multi-modal Embedding Models Anjanava Biswas Wrick Talukdar 16 1 0 28 May 2024
CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM Urjitkumar Patel Fang-Chun Yeh Chinmay Gondhalekar 29 3 0 10 May 2024
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model Zhengpeng Shi Haoran Luo LRM ALM 36 2 0 28 Apr 2024
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 39 1 0 14 Apr 2024
GPT-4 as Evaluator: Evaluating Large Language Models on Pest Management in Agriculture Shanglong Yang Zhipeng Yuan Shunbao Li Ruoling Peng Kang Liu Po Yang ELM LM&MA 35 6 0 18 Mar 2024
Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach R. G. Cestari Simone Formentin AIFin 29 0 0 07 Mar 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 18 1 0 08 Feb 2024
Comparison of Topic Modelling Approaches in the Banking Context Bayode Ogunleye Tonderai Maswera Laurence Hirsch J. Gaudoin T. Brunsdon AI4TS 35 41 0 05 Feb 2024
Large Language Model Adaptation for Financial Sentiment Analysis Pau Rodriguez Inserte Mariam Nakhlé Raheel Qader Gaëtan Caillaut Jingshu Liu 25 13 0 26 Jan 2024
Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection G. Fatouros Konstantinos Metaxas John Soldatos D. Kyriazis AIFin 36 20 0 08 Jan 2024
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 28 9 0 10 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 24 44 0 07 Oct 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour 13 4 0 14 Jul 2023
QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search Jian Xie Yidan Liang Jingping Liu Yanghua Xiao Baohua Wu Shenghua Ni VLM LRM 30 8 0 11 Jun 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model Xiao Wang Wei Zhou Qi Zhang Jie Zhou Songyang Gao Junzhe Wang Menghan Zhang Xiang Gao Yunwen Chen Tao Gui 40 7 0 22 May 2023
SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News Ankur Sinha Satishwar Kedas Rishu Kumar P. Malo AIFin 15 43 0 20 May 2023
Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis Agam Shah Suvan Paturi S. Chava AIFin 11 45 0 13 May 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 38 210 0 10 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 71 785 0 30 Mar 2023
The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends A.S. Zaichenko A. Kazakov Elizaveta Kovtun S. Budennyy AIFin 14 1 0 24 Mar 2023
Context Matters: A Strategy to Pre-train Language Model for Science Education Zhengliang Liu Xinyue He Lei Liu Tianming Liu Xiaoming Zhai 9 40 0 27 Jan 2023
Benchmarking Machine Learning Models to Predict Corporate Bankruptcy Emmanuel Alanis S. Chava Agam Shah 20 5 0 22 Dec 2022
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis Xiang Deng Vasilisa Bashlovkina Feng Han Simon Baumgartner Michael Bendersky 36 42 0 21 Dec 2022
Towards mapping the contemporary art world with ArtLM: an art-specific NLP model Qinkai Chen Mohamed El-Mennaoui Antoine Fosset Amine Rebei Haoyang Cao Philine Bouscasse Christy Eóin O'Beirne Sasha Shevchenko Mathieu Rosenbaum KELM 11 1 0 14 Dec 2022
CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Hasan A. BellSadid 10 7 0 01 Dec 2022
CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models Sebastian P. Koch Stefan Pasch VLM 17 5 0 01 Dec 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data Xiao Li Yin Zhu Sichen Liu Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 19 15 0 23 Nov 2022
Evaluating Impact of Social Media Posts by Executives on Stock Prices Anubhav Sarkar Swagata Chakraborty Sohom Ghosh Sudipta Naskar AIFin 21 4 0 01 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 S. Chava Natraj Raman Charese Smiley Jiaao Chen Diyi Yang AIFin 26 103 0 31 Oct 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling Fenia Christopoulou Gerasimos Lampouras Milan Gritta Guchun Zhang Yinpeng Guo ... Guangtai Liang Jia Wei Xin Jiang Qianxiang Wang Qun Liu ELM SyDa ALM 42 74 0 22 Jul 2022
Sensitivity Analysis on Transferred Neural Architectures of BERT and GPT-2 for Financial Sentiment Analysis Tracy Qian Andy Xie Camille Bruckmann 14 3 0 07 Jul 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 31 97 0 03 Jun 2022
K-12BERT: BERT for K-12 education Vasu Goel Dhruv Sahnan Venktesh V Gaurav Sharma Deep Dwivedi Mukesh Mohania AI4Ed 22 5 0 24 May 2022
StonkBERT: Can Language Models Predict Medium-Run Stock Price Movements? Stefan Pasch D. Ehnes AIFin 11 2 0 04 Feb 2022
A Review on Graph Neural Network Methods in Financial Applications Jianian Wang Shenmin Zhang Yanghua Xiao Rui Song AI4TS 29 104 0 27 Nov 2021
FinEAS: Financial Embedding Analysis of Sentiment Asier Gutiérrez-Fandiño M. N. Alonso P. Kolm Jordi Armengol-Estapé AIFin 12 6 0 31 Oct 2021
ClimateBert: A Pretrained Language Model for Climate-Related Text Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 21 131 0 22 Oct 2021
Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning Priya Basu Tiasa Singha Roy Rakshit Naidu Zumrut Muftuoglu 22 20 0 04 Oct 2021
Interpretability in Safety-Critical FinancialTrading Systems Gabriel Deza Adelin Travers C. Rowat Nicolas Papernot AAML AIFin 13 1 0 24 Sep 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework Abhilash Nandy Soumya Sharma Shubham Maddhashiya K. Sachdeva Pawan Goyal Niloy Ganguly 14 16 0 13 Sep 2021