Text categorization: past and present

A Dhar, H Mukherjee, NS Dash, K Roy - Artificial Intelligence Review, 2021 - Springer
Automatic text categorization is the operation of sorting out the text documents into pre-
defined text categories using some machine learning algorithms. Normally, it defines the …

Study of automatic text summarization approaches in different languages

Y Kumar, K Kaur, S Kaur - Artificial Intelligence Review, 2021 - Springer
Nowadays we see huge amount of information is available on both, online and offline
sources. For single topic we see hundreds of articles are available, containing vast amount …

Computer-assisted separation of design-build contract requirements to support subcontract drafting

F ul Hassan, T Le - Automation in Construction, 2021 - Elsevier
Construction projects delivered using the Design-Build (DB) method include a single
contract which defines requirements associated with various disciplines involved in the …

Naïve Bayes Approach for Word Sense Disambiguation System with a Focus on Parts-of-Speech Ambiguity Resolution

A Abraham, BK Gupta, AS Maurya, SB Verma… - IEEE …, 2024 - ieeexplore.ieee.org
Natural languages are written and spoken languages, and NLP (Natural Language
Processing) is the ability of a computer program to recognize both written and spoken …

[PDF][PDF] A study of text classification natural language processing algorithms for Indian languages

J Kaur, JR Saini - VNSGU J Sci Technol, 2015 - academia.edu
In this informative age, many documents in different Indian Languages are available in
digital forms. For easy retrieval of these digitized documents, these documents must be …

[PDF][PDF] Domain based classification of Punjabi text documents using ontology and hybrid based approach

N Krail, V Gupta - Proceedings of the 3rd Workshop on south and …, 2012 - aclanthology.org
Classification of text documents become a need in today's world due to increase in the
availability of electronic data over internet. Till now, no text classifier is available for the …

POS word class based categorization of Gurmukhi language stemmed stop words

K Jasleen, R Saini Jatinderkumar - Proceedings of First International …, 2016 - Springer
Literature in Indian language must be classified for its easy retrieval. In Punjabi literature
classifier, five different categories: nature, romantic, religious, patriotic and philosophical, are …

Automatic screening for posttraumatic stress disorder in early adolescents following the Ya'an earthquake using text mining techniques

Y Yuan, Z Liu, W Miao, X Tian - Frontiers in Psychiatry, 2024 - frontiersin.org
Background Self-narratives about traumatic experiences and symptoms are informative for
early identification of potential patients; however, their use in clinical screening is limited …

Classification of fire related tweets on twitter using bidirectional encoder representations from transformers (BERT)

J Mingua, D Padilla, EJ Celino - 2021 IEEE 13th International …, 2021 - ieeexplore.ieee.org
Bidirectional Encoder Representation from Transformers (BERT) is a transfer learning model
approach in natural language processing (NLP). BERT has different types of pre-trained …

A natural language processing approach for identification of stop words in punjabi language

J Kaur, JR Saini - 2015 - indianjournals.com
With the increase in amount of Punjabi content available gives rise to a problem to manage
this online textual data. So in order to manage these data, it must be classified into classes …