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Papers tagged with "Text Summarization"
Speech-Driven Abstractive Summarization For Automated Meeting Minutes Generation
Meetings Are An Essential Part Of The Decision-making Process Of An Organization. However, Manually Writing The Minutes Of Meeting (MoM) Is A Laborious And Time-consuming Task. This Paper Proposes An Automated System For Generating The Minu...
PRETRAINING-BASED NATURAL LANGUAGE GENERATION FOR TEXT SUMMARIZATION WITH MACHINE LEARNING
This Paper Presents A Novel Approach To Text Summarization Using Pretraining-based Natural Language Generation (NLG) With Machine Learning. Utilizing Transformer Models Like BERT And GPT, The Study Develops An Encoder-decoder Framework To G...
ENHANCING ABSTRACTIVE TEXT SUMMARIZATION THROUGH FEATURE FUSION-BASED NEURAL NETWORK MODEL
Text Summarization Refers To The Process Of Condensing A Given Text, Like An Article, Document, Or Web Page, Into A Shorter Version That Maintains The Essential Information And Main Concepts. Text Summarization Techniques Can Be Broadly Cat...
DOCUMENT SUMMARIZATION AND MIND MAP GENERATION
In This Era Of Internet, As Huge Amount Of Data Is Available Today, We Need To Understand The Information In A Faster And In A Much Efficient Way, So That We Don’t Miss Out Important Information. On Understanding This Need, We Thought Of A...
EXTRACTION OF IMPORTANT TEXTS FOR EFFECTIVE MULTI DOCUMENT SUMMARIZATION USING IMPROVED FUZZY LOGIC
Text Mining Has Different Aspects To Process Sentences, Words And Texts. Many Time It Has Become A Lengthy And Cumbersome Process To Understand And Co-relate Words And Texts As Part Of Sentences To Generate A Meaning Which Is In Combination...
A SURVEY OF EXTRACTION OF IMPORTANT TEXTS FOR EFFECTIVE MULTI DOCUMENT SUMMARIZATION USING IMPROVED FUZZY LOGIC
Text Mining Has Different Aspects To Process Sentences, Words And Texts. Many Time It Has Become A Lengthy And Cumbersome Process To Understand And Co-relate Words And Texts As Part Of Sentences To Generate A Meaning Which Is In Combinatio...
REVIEW ON SUMMARIZATION USING MAPREDUCE FRAMEWORK
Summarization Refers To The Shorter Version Of The Source Text Keeping Information Content And Overall Meaning Of The Document As It Is. Manual Summarization Of Any Document Requires Huge Human Efforts And It Is Difficul...