This repository provides a structured map of NLP tasks including Automatic Speech Recognition, Machine Translation, Question Answering, and dozens of others. For each task, it links to relevant research papers, Kaggle competitions, and existing open-source implementations. The collection is biased toward deep learning approaches and serves as a starting point for researchers exploring NLP subfields.