Contemporary approaches in evolving language models

D Oralbekova, O Mamyrbayev, M Othman… - Applied Sciences, 2023 - mdpi.com
This article provides a comprehensive survey of contemporary language modeling
approaches within the realm of natural language processing (NLP) tasks. This paper …

A deep learning analysis on question classification task using Word2vec representations

S Yilmaz, S Toklu - Neural Computing and Applications, 2020 - Springer
Question classification is a primary essential study for automatic question answering
implementations. Linguistic features take a significant role to develop an accurate question …

Ensemble of classifiers and term weighting schemes for sentiment analysis in Turkish

A Onan - Scientific Research Communications, 2021 - scientificrc.org
Social networking and microblogging sites act as an important source of information with the
advancements of information and communication technology. People may express their …

An automated new approach in fast text classification (fastText) A case study for Turkish text classification without pre-processing

B Kuyumcu, C Aksakalli, S Delil - Proceedings of the 2019 3rd …, 2019 - dl.acm.org
Any Text Classification (TC) problem need pre-processing steps which may affect the
classification accuracy. Especially pre-processing steps need substantial effort particularly in …

Detection of Turkish fake news in Twitter with machine learning algorithms

SG Taskin, EU Kucuksille, K Topal - Arabian Journal for Science and …, 2022 - Springer
Social media has affected people's information sources. Since most of the news on social
media is not verified by a central authority, it may contain fake news for various reasons such …

Entity name recognition of cross-border e-commerce commodity titles based on TWs-LSTM

Y Luo, J Ma, C Li - Electronic Commerce Research, 2020 - Springer
Commodity information must be matched to HSCode so as to be quickly through customs for
export. So it is particularly important to identify entity name in the commodity title of e …

[PDF][PDF] Sentiment analysis with term weighting and word vectors

M Bilgin, H Köktaş - Update, 2019 - ccis2k.org
It is the sentiment analysis with which it is tried to predict the sentiment being told in the texts
in an area where Natural Language Processing (NLP) studies are being frequently used in …

Kelime temsil yöntemleri ile kelime benzerliklerinin incelenmesi

M Aydoğan, A Karcı - Çukurova Üniversitesi Mühendislik-Mimarlık …, 2019 - dergipark.org.tr
Günümüzde büyük veri alanında meydana gelen gelişmelerle birlikte günlük işlenebilir
durumda olan veri miktarı oldukça büyük boyutlara ulaşmıştır. Bu verilerin çok büyük bir …

[PDF][PDF] Efficiency of SVM classifier with Word2Vec and Doc2Vec models

MM Truşcă - Proceedings of the International Conference on …, 2019 - sciendo.com
Support Vector Machine model is one of the most intensive used text data classifiers ever
since the moment of its development. However, its performance depends not only on its …

A dictionary based model for bengali document classification

D Das Dawn, A Khan, SH Shaikh, RK Pal - Applied Intelligence, 2023 - Springer
Computer-aided documented content analysis is a prominent research area in natural
language processing. A realistic implementation of this task is related to the subjectivity of …