Deep Learning Transformer models in MATLAB

Financial Domain Question Answering with pre-trained BERT Language Model

Notebooks for fine-tuning a BERT model and training a LSTM model for financial QA

Earnings Call Sentiment Analysis. This repository includes my work on extracting the focus area of companies from their earnings calls transcripts.

Sentiment Analysis On Financial News Headlines With BERT & FinBERT

Hands-on guide for sentiment analysis in quarterly conference calls

This project is aimed to create an automated method that is able to identify emerging risks faced by multiple businesses and industries, and the trends of those risks.

A Deep Learning Sentiment Analysis on News Headlines using FinBERT (Python)

This repository contains the code and data for an exploratory study on financial sentiment analysis of annual reports from the current member companies of the Philippine Stock Exchange index. The study was conducted as part of the MSFIN299 course at the University of the Philippines Diliman

Forecasting Stock Price (Independent Capstone project)

FinBERT pre-trained models as a containerized HTTP service.

Final Project for OSE Scientific Computing for Economists course at the MSc Economics program, University of Bonn

Stock Sentinel is a web app providing stock market investors with sentiment analysis and news aggregation. It uses FinBERT for sentiment analysis and offers stock information, similar stocks suggestions, summaries, and news stories. With real-time insights, it helps users make informed investment decisions. Installation is easy with cloning, depend

Utilizing the sophisticated Recurrent Neural Network (RNN) models, particularly Long Short-Term Memory (LSTM), in combination with FinBERT sentiment analysis, to improve the precision of stock portfolio analysis.

Full code for my Medium article exploring the use of sentiment analysis as a buy trading signal.

Analysis of Chinese Financial Discourse Based on Topic Clustering and Emotional Evolution | Fall 2023 - Spring 2024

A romanian version of BERT, Distil-BERT-base-ro, fine-tuned for Sentiment Analysis on translations of Financial Phrasebank.

This program aims to give a sentiment score to each headline featured in today's top stories. Eventually it aims to gather insights about the top headlines being reported.