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Posts
Building an Interactive Python and SQL Learning Companion chatbot using CodeLlama2-7B LLM
Published:
How do you process iterators parallel?
Published:
Certainly, let’s categorize these four approaches as Worst, Good, Better, and Best and dive into learning them together.
portfolio
Bengali Document Summarizer
Bengali Document Summarizer: A Python Tool for Efficient Summarization of Bengali Texts.
Bengali Word Stemmer
BengaliWordStemmer: Bengali word stemming tool.
Bengali Phonetic Parser
A python module Phonetic Parser of Bengali Language.
Country Info
A python module for returning data about countries, ISO info and states/provinces within them.
publications
Automated Bengali Document Summarization by Collaborating Individual Word & Sentence Scoring
Published in International Conference of Computer and Information Technology (ICCIT), 2018
Abstract
Bengali documents are increasing on the World Wide Web and it is becoming a overwhelming problem for the increasing large number of web users to reviewing and reduce the information. Many researches have been conducted in the field of Natural Language Processing for English documents and in order to serve with satisfactory accuracy. This research work proposed a simple and powerful extraction based method for summarizing of the Bengali text documents. The system could summarize a single document at a time. The ultimate objective of the proposed methodology helps readers to get summary and insight of the Bengali documents without reading revealing the in-depth details. In the proposed Bengali documents summary generation method there are four features: Preprocessing, Sentence Ranking and Summarization, Combining Parameters for Sentence Ranking, Summary Generator. The results of performance evaluation show that the average scores of Precision, Recall and final scores are 0.80, 0.67, and 0.72 respectively.
Recommended citation: Chandro, Porimol, et al. ”Automated Bengali Document Summarization by Collaborating Individual Word & Sentence Scoring.” 2018 21st International Conference of Computer and Information Technology (ICCIT). IEEE, 2018.
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