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
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆25Updated 4 years ago
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆24Updated 4 years ago
- 基于QFactor模型的A股实证研究☆19Updated 6 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☆92Updated last year
- 大类资产配置☆11Updated 4 years ago
- ☆34Updated 3 years ago
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆78Updated 4 years ago
- [ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."☆121Updated 4 years ago
- Repository for "Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks"☆24Updated 2 years ago
- Open-domain Event Extraction and Embedding for Natural Gas Market Prediction☆14Updated last year
- 金融研报分析小助手☆46Updated 2 years ago
- 金融问答平台文本数据采集/爬取，数据源涉及上交所，深交所，全景网及新浪股吧☆39Updated 8 years ago
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Updated last year
- 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
- Export 15 years P&L and BS data from moneycontrol. Correlation analysis of various heads. Mean & Std. Graphs of YoY changes and projectin…☆28Updated 5 years ago
- This is an internship project aiming to make Attribution Analysis for general equity funds in China market☆14Updated 7 years ago
- A dataset for business models for small companies and NLP research.☆17Updated 6 years ago
- Constructing Financial Sentimental Factors in Chinese Market Using Techniques of Natural Language Processing☆111Updated 5 years ago
- 财经新闻情感分类数据集☆77Updated 6 years ago
- Accounting Fraud Detection Using Machine Learning☆148Updated 2 years ago
- A fintech knowledge graph project by SCUT 金融科技知识图谱☆21Updated 6 years ago
- 金融财经类新闻文本主题事件提取☆54Updated 2 years ago
- predict the price trend of individual stocks using deep learning and natural language processing☆79Updated 7 years ago
- Source codes of F-HMTC (IJCAI'20)☆17Updated 4 years ago
- Replication of Time Series Momentum strategy by Moskowtiz, Ooi, Pedersen, 2011.☆67Updated 5 months ago
- Built a smart beta portfolio and compared it to a benchmark index by calculating the tracking error. Built a portfolio using quadratic pr…☆68Updated 6 years ago
- ☆25Updated 2 years ago
- A 10-K FInancial Report is a comprehensive report which must be filed annually by all publicly traded companies about its financial perfo…☆48Updated 5 years ago