What are the main techniques used in NLP?

The question is about NLP

Answer:

Main techniques include:
1. Tokenization: Breaking text into words, sentences, or subwords.
2. POS Tagging: Identifying parts of speech in text.
3. Named Entity Recognition (NER): Extracting entities like names, dates, or locations.
4. Sentiment Analysis: Determining emotional tone.
5. Parsing: Analyzing grammatical structure.
6. Word Embeddings: Representing words as vectors for semantic understanding (e.g., Word2Vec, GloVe). These techniques underpin various NLP applications.

Hire remote NLP developers

Developers who got their wings at:

Testimonials

Gotta drop in here for some Kudos. I’m 2 weeks into working with a super legit dev on a critical project, and he’s meeting every expectation so far 👏

Francis Harrington

Founder at ProCloud Consulting, US

I recommend Lemon to anyone looking for top-quality engineering talent. We previously worked with TopTal and many others, but Lemon gives us consistently incredible candidates.

Allie Fleder

Co-Founder & COO at SimplyWise, US

I've worked with some incredible devs in my career, but the experience I am having with my dev through Lemon.io is so 🔥. I feel invincible as a founder. So thankful to you and the team!

Michele Serro

Founder of Doorsteps.co.uk, UK