What is Zero Shot Learning | How Zero-shot Classification model works | NLP | transformers | Code

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Learn What Zero-Shot Learning is and How the Zero-shot learning model works? One of the popular methods for zero-shot learning is Natural Language Inference (NLI).

Check out this new video explaining
1. What is Zero-Shot Learning or Zero-shot classification?
2. How Zero-shot classification models work? Zero-shot classification dataset.
3. Hands-on Zero-shot classification using HuggingFace Transformers.

NLP Beginner to Advanced Playlist:

I am a Freelance Data Scientist working on Natural Language Processing (NLP) and building end-to-end NLP applications.

I have over 7 years of experience in the industry, including as a Lead Data Scientist at Oracle, where I worked on NLP and MLOps.

I Share Practical hands-on tutorials on NLP and Bite-sized information and knowledge related to Artificial Intelligence.

#nlp #bert #transformers #machinelearning #artificialintelligence #datascience
  1. Pradip Nichite
  2. zero shot text classification
  3. zero shot
  4. text classification
  5. zero shot text classification in nlp
  6. bert for zero shot text classification
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📌 Hey everyone! Enjoying these NLP tutorials? Check out my other project, AI Demos, for quick 1-2 min AI tool demos! 🤖🚀

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FutureSmartAI
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Hi Pradip, I must say these are high quality videos compared to many others on the internet. Appreciate your efforts. May I request if you have any plans of guiding us on creating general chatbots esp which are done quickly and is very generic. Can you have sessions on general chatbots esp, like BlenderBot2 (to manage general chit-chat) and also on topics like "Question Rewriting" or "Open Ended Questions". Thanks again

jawedasad
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Just wow .. such a simple and extraordinary explanation

R-Kannada-DevOps
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Thank you for your clear and simple explanation.

phuongbui
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So, the model will just try to find the best match category according to the meaning of the class?

Ishant
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Hello Pradip, thx for the video. :) Is it also possible to use zero shot classification for extreme multi label classification problems(with thausends of labels) or is it not smart, because all the hypothesises cost to much computing power ?

da-bbup
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Can we use zero-shot classification on xl net model for text classification?

vashistnarayansingh
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Can you do disease prediction using pretrained clinical BERT and then Zero Shot Learning?

rrkdkoj
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Hello Pradip, I am watching your videos for Aspect based sentiment analysis.

Have you shared anywhere project on Aspect based sentiment analysis.

JSK_
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Hi, can you help me fine tune the zero-shot model ?

abdullahgarra