Training Language Models for out-of-domain scenarios
Overview Language Models are the talk of the town. They produce state-of-the-art results in many tasks such as semantic search, text classification and summ...
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Machine learning for beginners
Machine learning course for absolute beginners.
The Impending Population Collapse
When I step out of my semi-urban (semi-rural?) apartment block in India, I see a sea of people today traveling by all possible means to do all sorts of thing...
Learnings & Best practices from building Topic models
Text, Text everywhere. With the rise of social media, short messaging platforms such as twitter, technology discussion forums such as stackoverflow, hacker n...
Explaining Loss Functions - Part 1
Loss Functions A loss function lies at the heart of most of the Machine Learning (ML) algorithms. For a newbie, the loss functions are a bit daunting. I str...