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Abstractive Summarization Using Google’s T5

Abstractive Summarization Using Google’s T5

Oct 4, 2021 | Technology

In this article, we will discuss abstractive summarization using T5, and how it is different from BERT-based models. T5 (Text-To-Text Transfer Transformer) is a transformer model that is trained in an end-to-end manner with text as input and modified text as output,...
Abstractive Summarization Using Pegasus

Abstractive Summarization Using Pegasus

Sep 30, 2021 | Technology

In the last article, we have seen how to perform extractive summarization of some text, which selects important sentences and gives them out by ranking them, without changing any text. While they are suitable for some cases, they do not achieve the sophistication of...
Sentiment Analysis: Concepts, Models, and Examples

Sentiment Analysis: Concepts, Models, and Examples

Sep 27, 2021 | Technology

Sentiment analysis is a sub field of Natural Language Processing (NLP) that identifies and extracts emotions expressed in given texts. It is a machine learning tool that understands the context and determines the polarity of text, whether it is positive, neutral, or...
Key Authentication and Rate Limiting plugins of Kong on Flask API

Registering the API as service in KONG

Sep 28, 2018 | Technology

In the previous post, we have discussed about the API Gateway uses and detailed Kong API Gateway Installation process. We will proceed to register our API to KONG service and apply Kong plugins like Key Authentication and Rate-limiting on that API. Lets break down the...