[PDF][PDF] Topic modelling of legal documents using NLP and bidirectional encoder representations from transformers

AJ Rawat, S Ghildiyal, AK Dixit - Indonesian Journal of Electrical …, 2022 - academia.edu
Modeling legal text is a difficult task because of its unique features, such as lengthy texts,
complex language structures, and technical terms. During the last decade, there has been a …

Sustainable Topic Modeling for Legal Moroccan Arabic Language: A Challenging Study on BERTopic Technique

S Aouichaty, Y Maleh, MT Mohtadi, A Hajami… - Procedia Computer …, 2024 - Elsevier
Topic Modeling approaches face difficulties in processing legal texts because of their unique
characteristics, such as the length of the texts and the specialized terminology used within …

Topic modelling of legal documents via legal-bert

R Silveira, CG Fernandes, J Araujo Monteiro Neto… - 2021 - papers.ssrn.com
Legal text processing is a challenging task for modeling approaches due to the peculiarities
inherent to its features, such as long texts and their technical vocabulary. Topic modeling …

Bertopic and NER Stop Words for Topic Modeling on Agricultural Instructional Sentences

T Gelar, AN Sari - … on Applied Science and Technology on …, 2024 - atlantis-press.com
A drawback of topic modeling is the lack of consistent sentence frequency within each topic.
The outcome of this event manifests as varying levels of topic coherence and topic diversity …

Topic Segmentation using Transformer Model for Indonesian Text

I Sonata, Y Heryadi, C Tho - Procedia Computer Science, 2023 - Elsevier
The increasing number of articles available in the digital library will require quite a long time
and accuracy in sorting articles according to needs. The use of artificial neural networks in …

[PDF][PDF] Topic Modeling Techniques for Document Clustering and Analysis of Judicial Judgements

AJ Rawat, S Ghildiyal, AK Dixit - International Journal of …, 2022 - researchgate.net
The digital world is growing rapidly in every dimension. Legal case information and
judgements are now available online and are becoming a big problem because of their …

Generating weighted vector for concepts in indonesian translation of Quran

SJ Putra, K Hulliyah, N Hakiem, RP Iswara… - Proceedings of the 18th …, 2016 - dl.acm.org
This paper presents a work in generating Weighted Vector for each Concept in Indonesian
Translation of Quran (ITQ). This task is done in aiming to provide a resource needed in …

An overview of contextual topic modeling using bidirectional encoder representations from transformers

P Basmatkar, M Maurya - Proceedings of Third International Conference …, 2022 - Springer
Topic modeling refers to a range of algorithms in natural language processing that gives us
an insight into the 'latent'semantic topics or patterns in a collection of documents. These …

An Approach for analyzing unstructured text data using topic modeling techniques for efficient information extraction

A Zadgaonkar, AJ Agrawal - New Generation Computing, 2023 - Springer
Topic modeling techniques are popularly used for document clustering, large-scale text
analysis, information extraction from unstructured text documents, feature selection from …

Using topic modeling in classification of Brazilian lawsuits

A Aguiar, R Silveira, V Furtado, V Pinheiro… - … processing of the …, 2022 - Springer
Legal text processing is a challenging task for modeling approaches due to the peculiarities
inherent to its features, such as long texts and their technical vocabulary. Topic modeling …