Objective of writing blog is to maintain notes/learning from BITS WILP Program.
Objectives → By end of this, you will be able to use
Problem Statement → Detect Toxic Comment (Quora Insincere Questions Classification)
!nvidia-smi → Command to tell GPU status
In Language Model, we find probability of sentence.
Decoder in Machine Translation system is same as Language Model and a<0> in language model is similar to Encoder in Machine Translation.
In M/C Translation, we use beam search instead of greedy search.
This article contains some good links to start building your understanding for “Transfer Learning in NLP”. Keep checking this article for updates.
Last updated on: 10-July-2020
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In response to the COVID-19 pandemic, the White House and a coalition of leading research groups have prepared the COVID-19 Open Research Data-set (CORD-19). CORD-19 includes over 40,000 scholarly articles with full text, about COVID-19, SARS-CoV-2, and related corona viruses (https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge). …
Deploy NLP (Natural Language Processing) based Flask Application on Heroku Server.