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Part Of Speech Tagging for Beginners

Towards Data Science

Part-of-speech (POS) tagging is a popular Natural Language Processing process which refers to categorizing words in a text (corpus) in correspondence with a particular part of speech, depending on…

5. Categorizing and Tagging Words

Natural Language Processing with Python

Back in elementary school you learnt the difference between nouns, verbs, adjectives, and adverbs. These "word classes" are not just the idle invention of grammarians, but are useful categories for ma...

Tag Predictor

Analytics Vidhya

If you are developer then this problem statement will excite you. As I am a android developer and machine learning enthusiast, I always search some of functions which i forgot and stack overflow will…...

Tag

Codecademy

The tag command creates, lists, deletes, or verifies a commit marker with a GnuPG tag object attached. This helps add some semantic meaning to a commit message. Syntax The <flags include the following...

Our Tags

Towards Data Science

Our most frequently used tags are listed below. If you’d like to search for a particular tag, you can do that by going to http://towardsdatascience.com/tagged/[tag] and replacing [tag] with the term…

Semantic Tagging: Create Meaningful Tags for your Text Data

Towards AI

Fine-tuning Large Language Models with Identity Preference Optimization to enhance the semantic alignment of textual tags. Photo by Angèle Kamp on Unsplash Introduction Textual information can be fou...

Part of Speech Tagging — what, when, why and how?

Analytics Vidhya

In this article, following the series on NLP, we’ll understand and create a Part of Speech (PoS) Tagger. The idea is to be able to extract “hidden” information from our text and also enable future…

Tagging Documents Based on Important Words

Towards Data Science

It’s Day 3 of my 30 Day Writing Challenge, attempting to learn data mining techniques before I start a new job building a machine learning team. Yesterday we dived into the tf-idf algorithm for…

Can you automatically generate good tags?

Pete Warden's blog

One interesting feature of Disruptor Monkey’s Unifyr is their automatic generation of tags from web pages. Good tags are the basis of a folksonomy, and with them I could do some very useful classifica...

POS tagging using CRFs

Towards Data Science

For an introduction to NLP and basic text preprocessing, refer to this article. For an introduction to language models and how to build them, take a look at this article. If you’re familiar with NLP…

Auto Tagging Stack Overflow Questions

Towards Data Science

One of the most interesting applications of NLP is automatically infer and tag the topic of a question. In this post, we’ll start from exploratory analysis of Stack Overflow questions and answers…