Computational Finance · Quantitative Finance
Integrating Large Language Models and Reinforcement Learning for Sentiment-Driven Quantitative Trading
Wo Long, Wenxin Zeng, Xiaoyu Zhang, Ziyao Zhou
2025-10-14
Computation and Language · Computer Science
FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs
Yixuan Liang, Yuncong Liu, Neng Wang, Hongyang Yang +2
2025-06-24
Computation and Language · Computer Science
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications
Thanos Konstantinidis, Giorgos Iacovides, Mingxue Xu, Tony G. Constantinides +1
2024-03-20
Computation and Language · Computer Science
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?
Haohan Zhang, Fengrui Hua, Chengjin Xu, Hao Kong +2
2024-05-07
Computation and Language · Computer Science
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models
Boyu Zhang, Hongyang Yang, Tianyu Zhou, Ali Babar +1
2023-11-07
Computational Engineering, Finance, and Science · Computer Science
FinSentLLM: Multi-LLM and Structured Semantic Signals for Enhanced Financial Sentiment Forecasting
Zijian Zhang, Rong Fu, Yangfan He, Xinze Shen +5
2025-09-17
Computation and Language · Computer Science
Ensembling Multilingual Transformers for Robust Sentiment Analysis of Tweets
Meysam Shirdel Bilehsavar, Negin Mahmoudi, Mohammad Jalili Torkamani, Kiana Kiashemshaki
2025-09-30
Computation and Language · Computer Science
Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data
Alvaro Paredes Amorin, Andre Python, Christoph Weisser
2025-12-19
General Finance · Quantitative Finance
BioFinBERT: Finetuning Large Language Models (LLMs) to Analyze Sentiment of Press Releases and Financial Text Around Inflection Points of Biotech Stocks
Valentina Aparicio, Daniel Gordon, Sebastian G. Huayamares, Yuhuai Luo
2024-01-23
General Finance · Quantitative Finance
Integrating Large Language Models in Financial Investments and Market Analysis: A Survey
Sedigheh Mahdavi, Jiating, Chen, Pradeep Kumar Joshi +2
2025-07-04
Computation and Language · Computer Science
Chinese Fine-Grained Financial Sentiment Analysis with Large Language Models
Yinyu Lan, Yanru Wu, Wang Xu, Weiqiang Feng +1
2023-09-18
Computation and Language · Computer Science
FinEAS: Financial Embedding Analysis of Sentiment
Asier Gutiérrez-Fandiño, Miquel Noguer i Alonso, Petter Kolm, Jordi Armengol-Estapé
2021-11-22
Computation and Language · Computer Science
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey
Hao Yang, Yanyan Zhao, Yang Wu, Shilong Wang +5
2024-08-19