Top 10 Natural Language Processing (NLP) Trends for 2021

The loudest noise is created by the largest natural language processing (NLP) transformer released to date- GPAT-3. OpenAI's GPAT-3 (175B parameters) is way ahead from the previous record held by Microsoft Research's Turing-NLG at 17B parameters, by about 10 times. Contemporary developments in NLP require comparatively lesser quantities of training data than ever before. Besides deploying these deep learning models alongside conventional rule-based algorithms for more accurate text analytics, sentiment analysis, conversational AI, and a host of other use cases that explain the mighty dominance of this technology. The application of both supervised and unsupervised learning gives monumental support to natural language processing.