FinBERT: A Pretrained Language Model for Financial Communications

15 June 2020

Yi Yang

Mark Christopher Siy Uy

Papers citing "FinBERT: A Pretrained Language Model for Financial Communications"

34 / 34 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 21 0 0 09 May 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 222 1 0 20 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 66 0 0 16 Feb 2025
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 50 3 0 27 Sep 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 44 5 0 17 Jun 2024
Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech Menglin Li Kwan Hui Lim 46 0 0 02 May 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 51 6 0 18 Mar 2024
Pre-trained Large Language Models for Financial Sentiment Analysis Wei Luo Dihong Gong AIFin 17 2 0 10 Jan 2024
German FinBERT: A German Pre-trained Language Model Moritz Scherrmann 32 0 0 15 Nov 2023
Transformer-based Entity Legal Form Classification Alexander Arimond Mauro Molteni Dominik Jany Zornitsa Manolova Damian Borth Andreas G. F. Hoepner MedIm AILaw 19 1 0 19 Oct 2023
RaTE: a Reproducible automatic Taxonomy Evaluation by Filling the Gap Tianjian Gao Phillipe Langlais 29 6 0 19 Jul 2023
Power-up! What Can Generative Models Do for Human Computation Workflows? Garrett Allen Gaole He U. Gadiraju 44 3 0 05 Jul 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 30 9 0 22 May 2023
Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis Agam Shah Suvan Paturi S. Chava AIFin 16 45 0 13 May 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains Yanis Labrak Adrien Bazoge Richard Dufour Mickael Rouvier Emmanuel Morin B. Daille P. Gourraud LM&MA 25 54 0 03 Apr 2023
Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review Oliver Vinzelberg M. Jenkins Gordon Morison David McMinn Z. Tieges 35 6 0 24 Mar 2023
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
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 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 37 103 0 31 Oct 2022
Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection Omkar Gokhale Aditya Kane Shantanu Patankar Tanmay Chavan Raviraj Joshi VLM 35 7 0 09 Oct 2022
SsciBERT: A Pre-trained Language Model for Social Science Texts Si Shen Jiang-fu Liu Litao Lin Ying Huang Lin Zhang Changting Liu Yu Feng Dongbo Wang 11 27 0 09 Jun 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 39 97 0 03 Jun 2022
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm Yuzhe Zhang Hong Zhang 51 27 0 31 May 2022
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 181 214 0 20 May 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection Yujian Liu Xinliang Frederick Zhang David Wegsman Nick Beauchamp Lu Wang 40 71 0 02 May 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 27 7 0 25 Apr 2022
FiNER: Financial Numeric Entity Recognition for XBRL Tagging Lefteris Loukas Manos Fergadiotis Ilias Chalkidis Eirini Spyropoulou Prodromos Malakasiotis Ion Androutsopoulos George Giannakopoulos 21 56 0 12 Mar 2022
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks Fatemehsadat Mireshghallah Kartik Goyal Archit Uniyal Taylor Berg-Kirkpatrick Reza Shokri MIALM 32 152 0 08 Mar 2022
JuriBERT: A Masked-Language Model Adaptation for French Legal Text S. Douka Hadi Abdine Michalis Vazirgiannis Rajaa El Hamdani David Restrepo Amariles AILaw 87 31 0 04 Oct 2021
DICoE@FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features Lefteris Loukas K. Bougiatiotis Manos Fergadiotis Dimitris Mavroeidis Elias Zavitsanos 8 1 0 30 Sep 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wei Wang AIMat 42 298 0 01 Sep 2021
FedNLP: An interpretable NLP System to Decode Federal Reserve Communications Jean Lee Hoyoul Luis Youn Nicholas Stevens Josiah Poon S. Han 24 10 0 11 Jun 2021
HateBERT: Retraining BERT for Abusive Language Detection in English Tommaso Caselli Valerio Basile Jelena Mitrović Michael Granitzer 22 359 0 23 Oct 2020