Udacity opened up a three-month NLP nano-degree program this year. The AI Frontiers Conference has teamed up with Udacity to present a shorter version of the program delivered directly by members of Udacity. The training touches upon text processing, feature extraction, topic modeling, and NLP with deep learning.

Language understanding has so far been the privilege of humans. That is why studying natural language processing (NLP) promises huge potential for approaching the holy grail of artificial general intelligence (A.G.I). Many researchers dive into the field of NLP — machine translation, question and answering, reading comprehension, natural conversations, and on and on.

Shining a spotlight on the latest research progress of language understanding, the Association for Computational Linguistics (ACL) conference this year honored Know What You Don’t Know: Unanswerable Questions for SQuAD as its best short paper. SQuAD, which stands for Stanford Question Answering Dataset, is recognized as the best reading comprehension dataset. It spawns some of the latest models achieving human-level accuracy in the task of question answering.