Christy-Lo / Financial-Fraud-Detection-Using-Text-MiningLinks
Applied BERT based model to extract relations from 29 annual reports of listed companies and news; Used spaCy library and BERT model for name-entity recognition and relations extraction, and generated a network graph that summarises the key relation
☆13Updated 3 years ago
Alternatives and similar repositories for Financial-Fraud-Detection-Using-Text-Mining
Users that are interested in Financial-Fraud-Detection-Using-Text-Mining are comparing it to the libraries listed below
Sorting:
- Sentiment Analysis by Machine Learning, LSTM and BERT☆68Updated 2 years ago
- 知识图谱-金融知识图谱☆27Updated 5 years ago
- 基于QFactor模型的A股实证研究☆19Updated 5 years ago
- Earnings-Call-Dataset / MAEC-A-Multimodal-Aligned-Earnings-Conference-Call-Dataset-for-Financial-Risk-PredictionRepository for CIKM 2020 resource track paper: MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction☆90Updated last year
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆24Updated 4 years ago
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆26Updated 4 years ago
- Repository for "Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks"☆24Updated 2 years ago
- A dataset for business models for small companies and NLP research.☆17Updated 6 years ago
- ☆34Updated 3 years ago
- [ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."☆121Updated 3 years ago
- Export 15 years P&L and BS data from moneycontrol. Correlation analysis of various heads. Mean & Std. Graphs of YoY changes and projectin…☆27Updated 5 years ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆80Updated last year
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆76Updated 4 years ago
- 大类资产配置☆10Updated 4 years ago
- Earnings Call Sentiment Analysis. This repository includes my work on extracting the focus area of companies from their earnings calls tr…☆15Updated 4 years ago
- Accounting Fraud Detection Using Machine Learning☆145Updated 2 years ago
- Domain Specific BERT Model for Text Mining in Sustainable Investing☆140Updated last month
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Updated 11 months ago
- This is the repository for the paper CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market☆19Updated last year
- Sentiment Analysis On Financial News Headlines With BERT & FinBERT☆12Updated 2 years ago
- This repository includes our work on extracting the digital transformation strategy of Fortune 500 companies from earnings calls transcri…☆29Updated 4 years ago
- A hybrid model to predict the volatility of stock index with LSTM and GARCH-type input parameters☆26Updated 4 years ago
- This is an internship project aiming to make Attribution Analysis for general equity funds in China market☆14Updated 7 years ago
- A fintech knowledge graph project by SCUT 金融科技知识图谱☆21Updated 5 years ago
- Event Study package is an open-source python project created to facilitate the computation of financial event study analysis.☆68Updated last year
- Companion to publication "Understanding Jumps in High Frequency Digital Asset Markets". Contains scalable implementations of Lee / Myklan…☆18Updated last year
- Collecting news articles for all the companies in the R1000, for a pre-defined set of news outlets, using Diffbot's Knowledge Graph☆12Updated 2 years ago
- Code and data for the paper "Empirical Asset Pricing with Large Language Model Agents".☆23Updated 3 months ago
- Final project repo for UCLA CS 267A☆14Updated 5 years ago
- FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability☆15Updated 10 months ago