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Markov Chains in NLP

Last Updated: 31 July 2023

Markov chain is a mathematical model that is utilized to simulate random processes occurring over a duration of time. It consists of a set o...read more

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Named Entity Recognition in NLP

Last Updated: 31 July 2023

In this article, we'll dive into the various concepts related to NER, explain the steps involved in the process, and understand it with some ...read more

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Toxic Comment Classification using BERT

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Last Updated: 31 July 2023

Social media users frequently encounter abuse, harassment, and insults from other users on a majority of online communication platforms like...read more

Transfer Learning with Fine-tuning

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Last Updated: 18 February 2024

Transfer learning is a machine learning approach that involves utilizing pre-trained models to address specific tasks. The knowledge acquire...read more

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IPL 2023 Data Analysis using Pandas AI

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Last Updated: 08 June 2023

We are already familiar with performing data analysis using Pandas, in this article, we will see how we can leverage the power of PandasAI t...read more

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Using HuggingFace datasets for NLP Projects

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Last Updated: 24 November 2023

Hugging Face's Datasets module offers an effective method for loading and processing NLP datasets from raw files or in-memory data. Several ...read more

Spam Classification using OpenAI

Last Updated: 20 March 2024

The majority of people in today's society own a mobile phone, and they all frequently get communications (SMS/email) on their phones. But th...read more

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Top 5 Industries Impacted By Natural Language Processing (NLP) Trends

Last Updated: 16 December 2021

Natural Language Processing (NLP) has been done by the human brain for ages and is now being done by computers since the 1950s. If you think...read more

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NLP | Chunk Tree to Text and Chaining Chunk Transformation

Last Updated: 08 August 2022

We can convert a tree or subtree back to a sentence or chunk string. To understand how to do it - the code below uses the first tree of the ...read more

NLP | Location Tags Extraction

Last Updated: 26 February 2019

Different kind of ChunkParserI subclass can be used to identify the LOCATION chunks. As it uses the gazetteers corpus to identify location w ...read more

NLP | Classifier-based Chunking | Set 1

Last Updated: 23 February 2019

The ClassifierBasedTagger class learns from the features, unlike most part-of-speech taggers. ClassifierChunker class can be created such th ...read more

NLP | Classifier-based tagging

Last Updated: 16 December 2019

ClassifierBasedPOSTagger class: It is a subclass of ClassifierBasedTagger that uses classification technique to do part-of-speech tagging.Fr ...read more

NLP | Backoff Tagging to combine taggers

Last Updated: 11 April 2022

What is Part-of-speech (POS) tagging ? It is a process of converting a sentence to forms – list of words, list of tuples (where each tuple...read more

NLP | Splitting and Merging Chunks

Last Updated: 28 January 2019

SplitRule class : It splits a chunk based on the specified split pattern for the purpose. It is specified like NN.*}{.* i.e. two opposing c...read more