Reading list of NLP stuff

General NLP:

• Gensim tutorials
• Representations for Language, slides by Christopher Manning
• Deep Learning for NLP Best Practices
• From Word Embeddings To Document Distances
• Neural Network Methods for Natural Language Processing, book by Yoav Goldberg
• awesome-nlp, a curated list of resources dedicated to Natural Language Processing on GitHub
• Natural Language Processing (almost) from Scratch, seminal article by Collobert et al.
• CS224n: Natural Language Processing with Deep Learning
• NLP workflow and link to awesome resources (datasets and projects)

NLP for Finance:

• Using 10-K Text to Gauge Financial Constraints
• Twitter mood predicts the stock market
• The Wisdom of Twitter Crowds: Predicting Stock Market Reactions to FOMC Meetings via Twitter Feeds
• Applications of Machine Learning and Computational Linguistics in Financial Economics
• Exploiting Topic based Twitter Sentiment for Stock Prediction
• Inside Insider Trading: Patterns & Discoveries from a Large Scale Exploratory Analysis
• A Plain English Measure of Financial Reporting Readability