FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

27 August 2019

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

50 / 70 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 30 0 0 11 May 2025
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy A M Muntasir Rahman Ajim Uddin Guiling Wang 23 0 0 09 May 2025
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting Z. R. K. Rostam Gábor Kertész 29 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 31 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 59 1 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 249 1 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 44 0 0 28 Jan 2025
Multimodal Stock Price Prediction Furkan Karadaş Bahaeddin Eravcı Ahmet Murat Özbayoğlu AIFin 53 1 0 23 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 95 0 0 17 Jan 2025
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 43 3 0 16 Oct 2024
SETN: Stock Embedding Enhanced with Textual and Network Information Takehiro Takayanagi Hiroki Sakaji Kiyoshi Izumi AIFin 45 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 Yang Jie Yang 49 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 21 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 43 2 0 28 Apr 2024
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 47 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 56 6 0 18 Mar 2024
Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach R. G. Cestari Simone Formentin AIFin 34 0 0 07 Mar 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 26 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 48 41 0 05 Feb 2024
Large Language Model Adaptation for Financial Sentiment Analysis Pau Rodriguez Inserte Mariam Nakhlé Raheel Qader Gaëtan Caillaut Jingshu Liu 33 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 44 20 0 08 Jan 2024
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 39 9 0 10 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 32 44 0 07 Oct 2023
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey Liping Wang Jiawei Li Lifan Zhao Zhizhuo Kou Xiaohan Wang Xinyi Zhu Hao Wang Yanyan Shen Lei Chen AIFin 31 9 0 09 Aug 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour 23 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 43 8 0 11 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 33 126 0 30 May 2023
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP Jingwei Ni Zhijing Jin Qian Wang Mrinmaya Sachan Markus Leippold AIFin 26 6 0 23 May 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 50 7 0 22 May 2023
SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News Ankur Sinha Satishwar Kedas Rishu Kumar P. Malo AIFin 23 39 0 20 May 2023
Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis Agam Shah Suvan Paturi Sudheer Chava AIFin 16 46 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 57 214 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 99 793 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 26 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 16 40 0 27 Jan 2023
Benchmarking Machine Learning Models to Predict Corporate Bankruptcy Emmanuel Alanis Sudheer Chava Agam Shah 36 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 47 42 0 21 Dec 2022
Multilingual Sequence-to-Sequence Models for Hebrew NLP Matan Eyal Hila Noga Roee Aharoni Idan Szpektor Reut Tsarfaty 36 4 0 19 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 24 1 0 14 Dec 2022
CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Hasan A. BellSadid 18 7 0 01 Dec 2022
CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models Sebastian P. Koch Stefan Pasch VLM 25 5 0 01 Dec 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data Xiao Li Sichen Liu Kaiwen Shi Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 32 16 0 23 Nov 2022
Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT Siyuan Lu Chenchen Zhou Keli Xie Jun Lin Zhongfeng Wang 32 1 0 16 Nov 2022
Evaluating Impact of Social Media Posts by Executives on Stock Prices Anubhav Sarkar Swagata Chakraborty Sohom Ghosh Sudipta Naskar AIFin 29 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 Sudheer Chava Natraj Raman Charese Smiley Jiaao Chen Diyi Yang AIFin 37 103 0 31 Oct 2022
Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccines Anmol Bansal Arjun Choudhry Anubhav Sharma Seba Susan MedIm 24 4 0 22 Sep 2022
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 32 45 0 23 Aug 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 45 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 21 3 0 07 Jul 2022