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7 search results found

Fingpt ⭐ 10,376

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

Olivia ⭐ 3,622

💁‍♀️Your new best friend powered by an artificial neural network

Finnlp Progress ⭐ 254

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

Finbert ⭐ 211

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

News Emotion ⭐ 199

📉 金融文本情感分析模型

Financial News Dataset ⭐ 182

Reuters and Bloomberg

Cornucopia Llama Fin Chinese ⭐ 178

聚宝盆(Cornucopia): 基于中文金融知识的LLaMA微调模型；涉及SFT、RLHF、GPU训练部署等

Edgar Crawler ⭐ 121

The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.

Nlp_papers ⭐ 104

NLP papers applicable to financial markets

Finbert ⭐ 101

BERT for Finance : UC Berkeley MIDS w266 Final Project

Financialdatasets ⭐ 100

SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

Awesome Financial Nlp ⭐ 98

Researches for Natural Language Processing for Financial Domain

Corpus of Annual Reports in Japan

Market Reporter ⭐ 52

Automatic Generation of Brief Summaries of Time-Series Data

Applying Deep Learning and NLP in Quantitative Trading

Sec Parser ⭐ 43

Parse SEC EDGAR HTML documents into a tree of elements that correspond to the visual structure of the document.

Stockforecast ⭐ 42

🎯 predict the price trend of individual stocks using deep learning and natural language processing

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

A comprehensive open-source toolkit for AI-powered analysis and interpretation of SEC EDGAR filings, providing valuable insights for investors, fintech developers, and researchers.

Nlp Stock Prediction ⭐ 34

Topic_modelling_financial_news ⭐ 32

Topic modelling on financial news with Natural Language Processing

66daysofdata ⭐ 17

#66DaysOfData challenge in Financial Machine Learning

ESGify is a model for multilabel news classification with respect to ESG risks.

Sentimentarcs_notebooks ⭐ 17

SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time

Package for extracting emotions from social media text. Tailored for financial data.

Greenback Java ⭐ 14

Java library to build modern applications with high-def itemized financial data. OCR, AI, and NLP for receipts, invoices, bills, and RFC822 email messages.

Look Through Company Inetrnal Value Via Public Information ⭐ 14

An interesting research on the perspectival role of public news on look-through company's internal value

Knowledge_graph ⭐ 13

Knowledge Graph for Legal Documents using Litigation Releases from the SEC website. Classifies into different crimes, extracts relevant information (violator, violation, action taken by authorities and fines) and finally generates the knowledge graph.

Sentivent Economic Event Detection ⭐ 11

SENTiVENT: Company-specific event detection in economic news

Paper Reviews ⭐ 9

Bert_stock_forecasting ⭐ 8

Stock price forecasting stuff with BERT

Kf Deberta Multitask ⭐ 8

금융 도메인에 특화된 한국어 임베딩 모델

Nlp_topic_embeddings ⭐ 6

Classifying financial complaints into >400 categories, using Natural Language Processing (NLP) and deep-learning. Specifically, I explore the using of "topic embedding" (inspired by the InstaCart models) to reduce the effective dimensionality of the financial "sub-issues" into a low-dimension space. This was a demo-project for Insight Data Toronto

Financialanalysisusingnlpandmachinelearning ⭐ 6

Used text analytics (NLP) and machine learning to determine the true earnings quality of publicly listed companies

Tableqa Chinese ⭐ 5

Unsupervised tableQA and databaseQA on chinese finance question and tabular data

Cryptobot ⭐ 5

Discord CryptoBot

[OUTDATED] A set of classes/scripts for NLP tasks focused on finance data

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