Market News Digest System with NLP Abstractive Summarization and Explainable AI (Final Year Project)

Опубликовано: 23 Октябрь 2024
на канале: Andrew Fung
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#NLP #summarization #newsdigest
Hello Everyone! My name is Andrew Fung, in this video, I will be showcasing our Final Year Project (FYP) which my group mates and I have worked for about a year, which is the Natural Language Processing Market News Analysis System.

Our main objectives are as follows :
Build an abstractive summarization model to generate human-like market news summaries
Test and Utilize various data visualization methods to assist understanding from more dimensions
Design and implement a user-friendly web app interface for feature deployment

On a high level, our FYP can be divided into 3 big components, which are Data Preprocessing, News Summarization and Analysis and Visualization (consisting of sentiment analysis, map view visualization and Explainable AI Visualization)

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Demo Web App Link: https://master.d3mog5ygbg9hec.amplify...

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