What are some common applications of NLP? Common applications of NLP include virtual assistants (e.g., Siri, Alexa), chatbots, language translation tools, sentiment analysis in social media monitoring, and spam email filtering. How does NLP benefit businesses? NLP improves customer service through...
Types of Corpora in NLP In Natural Language Processing (NLP), corpora are categorized into various types based on different criteria, such as content, purpose, or source. Here are some common types of corpora used in NLP: Text Corpora General-Purpose Corpora: These corpora include a variety of...
Everyday NLP examples There are many common and practical applications of NLP in our everyday lives. Beyond conversing with virtual assistants like Alexa or Siri, here are a few more examples: Have you ever looked at the emails in your spam folder and noticed similarities in the subject lines...
Donuts are typically topped with something sweet like sprinkles. You could use these common patterns to read other recipes and know if it’s for a donut. You would also notice that donuts are round with a hole in the middle. A recipe might call for similar ingredients to a donut but coul...
Malaysians are often vocal on social media, but with the nation’s diversified backgrounds, it is common to see social media content in various local languages. Artificial intelligence programs use NLPs to gauge sentiments about your brand among social media users on both a local or a global ...
Sequence to sequence models are a very recent addition to the family of models used in NLP. A sequence to sequence (or seq2seq) model takes an entire sentence or document as input (as in a document classifier) but it produces a sentence or some other sequence (for example, a computer ...
The earliest NLP applications were simple if-then decision trees, requiring preprogrammed rules. They are only able to provide answers in response to specific prompts, such as the original version of Moviefone, which had rudimentary natural language generation (NLG) capabilities. Because there is no...
Three different approaches to NLP include: Rules-based NLP: The earliest NLP applications were simple if-then decision trees, requiring preprogrammed rules. They are only able to provide answers in response to specific prompts, such as the original version of Moviefone. Because there is no machine...
Mimicking human conversation is however a common application of NLP. If you have recently asked for online help with an issue, you may be directed to a live chat function that will triage your query as best it can. Often these first stages are led entirely by NLP, for example when you ...
Check out our YouTube video on what NLP is! Now we will go ahead and see, ‘What is Natural Language Processing used for?’ What is Natural Language Processing used for? To answer the question, ‘What is Natural Language Processing used for?,’ here are a few of the applications of ...