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:
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆24Updated 5 years ago
- 知识图谱-金融知识图谱☆28Updated 5 years ago
- 基于QFactor模型的A股实证研究☆20Updated 6 years ago
- Sentiment Analysis by Machine Learning, LSTM and BERT☆68Updated 2 years ago
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆26Updated 4 years ago
- 金融研报分析小助手☆48Updated 2 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
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆77Updated 4 years ago
- 大类资产配置☆11Updated 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 "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆88Updated last year
- Open-domain Event Extraction and Embedding for Natural Gas Market Prediction☆14Updated last year
- 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
- 提取金融相关领域研究报告的主要结论(key idea)☆60Updated 7 years ago
- base on chinese stock market data☆137Updated 4 years ago
- predict the price trend of individual stocks using deep learning and natural language processing☆80Updated 7 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☆98Updated last year
- Uisng CNN to predicte stock market trend, and feeding with 2D images☆15Updated 7 years ago
- 利用Wind API更新周频与月频因子☆12Updated 6 years ago
- Repository for "Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks"☆24Updated 2 years ago
- Stock movement prediction using BERT and GPT-2 based on tweets related to the stocks☆13Updated 3 years ago
- Accounting Fraud Detection Using Machine Learning☆155Updated 2 years ago
- ☆12Updated 5 years 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
- This is an internship project aiming to make Attribution Analysis for general equity funds in China market☆14Updated 7 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆58Updated 4 years ago
- Documentation and code for downloading, cleaning, munging, and analyzing financial statements filed by publicly traded companies with the…☆105Updated 2 years ago
- ☆36Updated last year
- Quantlib是一个个人维护、使用的量化模块,主要用于金融数据的获取、清洗、变换和分析等功能。☆23Updated 7 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