awesome-sentiment-analysis
financial-news-dataset
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| awesome-sentiment-analysis | financial-news-dataset | |
|---|---|---|
| 1 | 8 | |
| 526 | 211 | |
| - | - | |
| 1.9 | 0.8 | |
| 6 months ago | about 1 year ago | |
| - | - |
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awesome-sentiment-analysis
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What are the ways to handle out of domain inputs for text classification?
Get or generate negative class data. There are adversarial approaches that can improve domain generalization, but it's best to acquire more data from diverse sources. You mentioned you're working on sentiment in one of your comments- there are a ton of open-source sentiment datasets, at least for English, comprising millions of rows of data. Randomly sample from a wide variety of them to hit as many domains as possible. It's also worth including a neutral class.
financial-news-dataset
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[Request] - Looking for a good historical news dataset. Maybe using Reuters.com?
The only relevant things I found was the remains of an old financial dataset from 2015 and an un-maintained news crawler since Reuters changed their archive website and hard-limited the historical data you can access, starting 2020/03/08 - Thus, limiting my goal of having a widespread dataset in time.
- financial-news-dataset: NEW Textual - star count:161.0
What are some alternatives?
awesome-hungarian-nlp - A curated list of NLP resources for Hungarian
news-crawler - A news crawler for BBC News, Reuters and New York Times.
obsei - Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
Blind-App-Reviews - Scraped reviews of over 25 companies from the Blind App ⚡️
Sentiment - An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
Algo-Trading - This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!
afinn - AFINN sentiment analysis in Python
awesome-pinescript - A Comprehensive Collection of Everything Related to Tradingview Pine Script.
nlphose - Enables creation of complex NLP pipelines in seconds, for processing static files or streaming text, using a set of simple command line tools. Perform multiple operation on text like NER, Sentiment Analysis, Chunking, Language Identification, Q&A, 0-shot Classification and more by executing a single command in the terminal. Can be used as a low code or no code Natural Language Processing solution. Also works with Kubernetes and PySpark !
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.