Tag: Khadke

Python libraries like TextBlob, symspell, pyspellchecker and Flan-T5 based grammar checker in the context of spell and grammar checking| Chetan Khadke

15Sep

By Chetan KhadkeNo Comments

best chatbot, chatbot, chatbot app, chatbot online, chatbot website, creating chatbots, hugging-face, nlp, robot chat, spell-check, text, textblob

Python libraries like TextBlob, symspell, pyspellchecker and Flan-T5 based grammar checker in the context of spell and grammar checking| Chetan Khadke

The article explores the practical application of essential Python libraries like TextBlob, symspell, pyspellchecker and Flan-T5 based grammar checker in the context of spell and grammar checking. It provides a detailed overview of each library’s unique contributions and explains how they can be combined to create a functional system that can detect and correct linguistic errors in text data. Additionally, the article discusses the real-world implications of these tools across diverse fields, including academic writing, content creation, and software development. This valuable resource is intended to assist Python developers, language technologists, and individuals seeking to enhance the quality of their written communication.In this article, we will understand the following:What are the s...

Information Extraction with DONUT | by Khadke Chetan | Medium

13Sep

By Khadke ChetanNo Comments

best chatbot, chatbot, chatbot app, chatbot online, chatbot website, creating chatbots, deep-learning, google chat bots, information-extraction, invoice, nlp, robot chat, transformers

Information Extraction with DONUT | by Khadke Chetan | Medium

We live in world of big data. The plethora of data gets generated from person’s day-to-day activity i.e. banking, social media, insurance, etc. Most of the time this data gets stored in an unstructured way. To perform data analysis on such data is quite a challenging task. We are going to discuss a state-of-the-art technique to solve such challenging problems.Extracting data from unstructured documents is always a challenge. Previously we used to have rule-based approaches to tackle such problems. However, due to the nature of the rule-based mechanism, external knowledge source, and manpower is required. To solve such issues, NLP is always a go-to solution for everyone.Deep learning has revolutionized the NLP field and to add to it hugging face has always delivered state-of-the-art solutio...