Thread by mwiti: There are several NLP tasks. Here are the most common ones, with example demos🔥: --A Thread-- 🧵
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- Mar 30, 2023
- #Naturallanguageprocessing
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There are several NLP tasks.
Here are the most common ones, with example demos🔥:
--A Thread--
🧵
Here are the most common ones, with example demos🔥:
--A Thread--
🧵
1️⃣ Named Entity Recognition
Named Entity Recognition is the task of extracting and locating named entities in a sentence. The entities include people's names, locations, organizations, etc.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/nlp-ner
Named Entity Recognition is the task of extracting and locating named entities in a sentence. The entities include people's names, locations, organizations, etc.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/nlp-ner
2️⃣ Sentiment Analysis
Sentiment Analysis determines whether a certain sentence is positive or negative.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/nlp-sentiment-analysis
Sentiment Analysis determines whether a certain sentence is positive or negative.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/nlp-sentiment-analysis
3️⃣ Question Answering
Given a context and question, a Question Answering model provides an answer to the given question.
Question-answering models are helpful in retrieving answers quickly from large texts.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/question-answering
Given a context and question, a Question Answering model provides an answer to the given question.
Question-answering models are helpful in retrieving answers quickly from large texts.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/question-answering
4️⃣ Text Classification
Text Classification involves assigning a label to a given text. For example, sentiment analysis is an example of a text classification use case.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/nlp-text-classification
Text Classification involves assigning a label to a given text. For example, sentiment analysis is an example of a text classification use case.
Check out this demo 👇🏻
huggingface.co/spaces/neuralmagic/nlp-text-classification
That's it for today.
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