An overview of indian language datasets used for text summarization

S Sinha, GN Jha - ICT with Intelligent Applications: Proceedings of ICTIS …, 2022 - Springer
In this paper, we survey text summarization (TS) datasets in Indian languages (ILs), which
are also low-resource languages (LRLs). We seek to answer one primary question—is the …

Marathi extractive text summarizer using graph based model

VV Sarwadnya, SS Sonawane - 2018 fourth international …, 2018 - ieeexplore.ieee.org
Manual summarization of large documents of texts is tedious and error prone. Also, the
results in such kind of summarization may lead to different results for a particular document …

Review of text summarization in indian regional languages

S Thapa, S Adhikari, S Mishra - Proceedings of 3rd International …, 2021 - Springer
Propelled by the advancements in the field of natural language processing, generating
summaries of long texts using various NLP tools and techniques has always been a subject …

[PDF][PDF] Extractive text summarization of Marathi news articles

YV Rathod - Int. Res. J. Eng. Technol, 2018 - academia.edu
Text summarization is a process which defines summary as text which reflects the main and
important sentences from the original text and preserving its information content and overall …

[PDF][PDF] MTStemmer: A multilevel stemmer for effective word pre-processing in Marathi

V Giri, MM Math, UP Kulkarni - Turkish Journal of Computer and …, 2021 - academia.edu
In natural language processing, it is important that the context and the meaning of words are
retained while also ensuring the efficacy of the data modelling process. During human-to …

Marathi text summarization using neural networks

A Chaudhari, A Dole, D Kadam - International Journal for Advance …, 2019 - ijarnd.com
The internet is comprised of web pages, news articles, status updates, blogs and much
more. It is difficult to navigate through this data as it is unstructured and usually discursive …

Automatic text summarization in Gujarati language

H Mehta, SK Bharti, N Doshi - 2022 IEEE 2nd international …, 2022 - ieeexplore.ieee.org
Automatic text summarization is an essential part of Natural language processing (NLP), a
subpart of the Artificial Intelligence domain. Widespread usage of text summarization is due …

[PDF][PDF] Automatic pre-processing of Marathi text for summarization

AD Dhawale, SB Kulkarni… - International Journal of …, 2020 - 109.73.164.202
The text summarization is a technique where the original large text is condensed into
smaller version without changing its abstract meaning. The text summarization is done on …

[PDF][PDF] A heuristic approach for telugu text summarization with improved sentence ranking

KK Mamidala, SK Sanampudi - Turkish Journal of Computer and …, 2021 - researchgate.net
Extracting/abstracting the condensed form of original text document by retaining its
information and complete meaning is known as text summarization. The creation of manual …

Comparing different techniques of Urdu text summarization

A Farooq, S Batool, Z Noreen - 2021 Mohammad Ali **nah …, 2021 - ieeexplore.ieee.org
Automatic summarization is the process of generating condensed version of text. A wide
variety of data is available on the web, and to make reading quick and efficient for people …