Compartitve Study of Optimizers for NLP tasks

A host of financial reports and documents provide information about the operations, cash flows, current and future financial position of companies. This information is used by the readers and analysts to make critical decisions, involving millions/billions of dollars. Such analysis demands advanced expertise in finance and involves performing complex numerical reasoning. Sentiment analysis models are able to predict the sentiment/emotion of events that have impact on the companies performance. A Question Answering system helps in getting answers to questions during financial analysis to aid while making decisions.