LangExtract lets users define custom extraction tasks using natural language instructions and high-quality “few-shot” examples. This empowers developers and analysts to specify exactly which entities, ...

Objective: This study aims to present the current state of the art on clinical text summarization using large language models, evaluate the level of evidence in existing research and assess the ...

In this tutorial, we demonstrate a complete end-to-end solution to convert text into audio using an open-source text-to-speech (TTS) model available on Hugging Face ...

Abstract: Automatic text summarization has been emerged as a valuable tool for quickly locating the significant information in vast text with minimal effort. The practice of constructing a summarized ...

ABSTRACT: The rise of social media platforms has revolutionized communication, enabling the exchange of vast amounts of data through text, audio, images, and videos. These platforms have become ...

This is a NLP project for Text Summarization which is built with Flask(RESTapi) and deployed on Heroku(PaaS) using NLTK for summarizing text. Here this app takes your huge paragraphs and gives out the ...

Abstract: Every day, at least 2.5 quintillion bytes of data are generated worldwide. This results in information explosion. Excessive information about a subject makes it difficult to focus on the ...

DESCRIPTION : Text summarization is an essential task in Natural Language Processing (NLP) that involves extracting the most important information from a given text and presenting it concisely. With ...