Deep learning for real-time social media text classification for situation awareness–using Hurricanes Sandy, Harvey, and Irma as case studies

M Yu, Q Huang, H Qin, C Scheele… - Social Sensing and Big …, 2020 - taylorfrancis.com
… informative messages were reporting the status of infrastructure (… assign pre-defined topics
to text documents (classification) or … lengths were used to convolve text matrix to search for the …

Measurement of text similarity: a survey

J Wang, Y Dong - Information, 2020 - mdpi.com
… This paper systematically combs the research status of … comprehensive classification
description system of text similarity … A matrix containing the number of words in each document (…

[HTML][HTML] Text mining with sentiment analysis on seafarers' medical documents

N Chintalapudi, G Battineni, M Di Canio… - International Journal of …, 2021 - Elsevier
… of seafarers’ mental health status rather than someone who had a … A document term matrix
(DTM) is a mathematical matrix … In this study, sentiment classification was done through the …

Automated text classification of near-misses from safety reports: An improved deep learning approach

W Fang, H Luo, S Xu, PED Love, Z Lu, C Ye - Advanced Engineering …, 2020 - Elsevier
Understanding (BERT) to develop a robust automatic text … to classify clauses and subclauses
from textual documents for … From the confusion matrix, we can determine the results of …

Theory-driven analysis of large corpora: Semisupervised topic classification of the UN speeches

K Watanabe, Y Zhou - Social Science Computer Review, 2022 - journals.sagepub.com
examples and experiments, we preprocessed the texts in the following manner to construct
a document-feature matrix … rules and character classes defined by International Component …

[HTML][HTML] Text categorisation in Quran and Hadith: Overcoming the interrelation challenges using machine learning and term weighting

NAP Rostam, NHAH Malim - Journal of King Saud University-Computer …, 2021 - Elsevier
concepts depicted in the Quran. With that, this research proposes a method using text
categorisation to classifyclassified documents in confusion matrix, as displayed in Table 5. …

[图书][B] Pretrained transformers for text ranking: Bert and beyond

J Lin, R Nogueira, A Yates - 2022 - books.google.com
… based on relevance classification, evidence aggregation … the idea that automatically extracted
terms from a document can … query with terms in a document to produce a similarity matrix

A decade of in-text citation analysis based on natural language processing and machine learning techniques: an overview of empirical studies

S Iqbal, SU Hassan, NR Aljohani, S Alelyani, R Nawaz… - Scientometrics, 2021 - Springer
… acquiring an in-depth understanding of the content discussed in … of the text surrounding a
given citation (cited document) … the classification of citations based on over 23 million full-text

Summarization of legal documents: Where are we now and the way forward

D Jain, MD Borah, A Biswas - Computer Science Review, 2021 - Elsevier
… can be defined as summarizing a document in our own words … classification is further treated
as ‘summarization’ of the text … A matrix is formed out of a large piece of text and this matrix

[图书][B] Text data mining

C Zong, R Xia, J Zhang - 2021 - Springer
text classification and automatic summarization more than ten years ago, I did not have a
clear understanding of the overall concept of text … , the operational status and social reputation …