filmov
tv
ZERO-SHOT LEARNING | Hugging Face | Python | Introduction to Natural Language Processing (NLP) | 01
Показать описание
#nlp #zeroshotlearning #huggingface
Hello, everyone!
In this video, I cover the very basics of Natural Language Processing, NLP, and zero-shot learning using Python.
Lastly, I tell you a little bit about few-shot learning (an upcoming video), a natural evolution of zero-shot learning.
I have demonstrated zero-shot learning with the help of three of the most commonly downloaded transformer models from Hugging Face; one developed by the researchers at Facebook, one cross-encoder, and one evolution of the BART-large model trained on the MNLI dataset. We see that all of these models have excellent performance in a variety of classification scenarios. In the end, I compare the performance of these three models with the TARS classifier available in the Flair Python package.
Hello, everyone!
In this video, I cover the very basics of Natural Language Processing, NLP, and zero-shot learning using Python.
Lastly, I tell you a little bit about few-shot learning (an upcoming video), a natural evolution of zero-shot learning.
I have demonstrated zero-shot learning with the help of three of the most commonly downloaded transformer models from Hugging Face; one developed by the researchers at Facebook, one cross-encoder, and one evolution of the BART-large model trained on the MNLI dataset. We see that all of these models have excellent performance in a variety of classification scenarios. In the end, I compare the performance of these three models with the TARS classifier available in the Flair Python package.
0:07:53
What is Zero Shot Learning | How Zero-shot Classification model works | NLP | transformers | Code
0:01:30
Zero Shot Learning - Demo of Huggingface Transformers
0:14:17
Zero-Shot Text Classification with Hugging Face
0:07:32
Zero Shot Classification with HuggingFace Pipeline
0:03:20
Zero Shot Learning for NLP with Huggingface: Sentiment Analysis and Text Classification
0:13:17
Zero Shot Classification With HuggingFace Pipeline | ML | NLP | Python
0:10:44
NLP-Hugging Face: Zero-Shot Learning Explained | Understanding Zero-Shot Classifiers
0:00:51
Huggingface Zero Shot Diffgram Video Example
0:18:40
NLP Text Sentiment Classification w/o training data - Hugging Face Zero-Shot pipeline in Python
0:10:53
ZERO-SHOT LEARNING | Hugging Face | Python | Introduction to Natural Language Processing (NLP) | 01
0:09:23
zero shot classification | nlp | hugging face
0:14:49
Getting Started With Hugging Face in 15 Minutes | Transformers, Pipeline, Tokenizer, Models
0:12:55
Hugging Face Zero Shot BERT classifier
0:03:30
Automatic text classification in a few lines of code
0:19:59
Emotion Detection (ON GOOGLE SHEETS!!!!) using Zero Shot Learning and Hugging Face
1:06:43
Efficient Few-Shot Learning with Sentence Transformers
0:03:58
Zero-Shot Video Classification - The AI and Deep Learning Model of The Day #7
0:01:27
What is Hugging Face? (In about a minute)
0:00:25
Hugging Face + Google Sheets Demo
0:08:37
Sentiment Analysis | Hugging Face Zero shot Model vs Flair Pretrained Model | NLP | Machine Learning
0:13:43
Zero Shot Image Classification with OpenAI CLIP using ZSIC | Build Emoji Classifier No Training Data
0:23:32
T0: Multitask Prompted Training Enables Zero-Shot Task Generalization | Paper Explained
0:29:32
Fast Zero Shot Object Detection with OpenAI CLIP
0:00:35
Zero Shot Classification #openaichat #deeplearning #python #huggingface #nlp #transformers
Комментарии