Keyword:text classification

Publications
Unveiling Text Mining Potential: A Comparative Analysis of Document Classification Algorithms Sindhuja Penchala, Saydul Akbar Murad, Indranil Roy, Bidyut Gupta and Nick Rahimi In:Proceedings of 39th International Conference on Computers and Their Applications
Fake News Detection System: An implementation of BERT and Boosting Algorithm Raquiba Sultana and Tetsuro Nishino In:Proceedings of 38th International Conference on Computers and Their Applications
Some experiments on the use of Natural Language Processing for sexism detection and classification in social media Roi Santos-Rios, Jesús Vilares and Miguel A. Alonso In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Sentiment and intent classification of in-text citations using BERT Ruan Visser and Marcel Dunaiski In:Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists
Genre Classification Problem: in Pursuit of Systematics on a Big Webcorpus Tatiana Shavrina In:Proceedings of Third Workshop "Computational linguistics and language science"
Effective Intended Sarcasm Detection Using Fine-Tuned Llama 2 Large Language Models Fachry Dennis Heraldi and Fariska Zakhralativa Ruskanda EasyChair Preprint 14730
Natural Language Processing Techniques for Textbook Analysis John Owen EasyChair Preprint 14263
Exploring the Frontiers of Transfer Learning in NLP: an In-Depth Survey and Analysis Asad Ali and Virat Koli EasyChair Preprint 11945
Identification of Misinformation Using Word Embedding Technique Word2Vec, Machine Learning and Deep Learning Models Arati Chabukswar, P Deepa Shenoy and K R Venugopal EasyChair Preprint 11811
Feature Extraction Methods and Classification for Malware Incident News Gugum Gumilar, Eka Budiarto, Maulahikmah Galinium and Charles Lim EasyChair Preprint 11119
Multimodal Classification in E-Commerce: a Systematic Review Karan Mehta, Yuvraj Maroo, Ria Lele and Pragati Khare EasyChair Preprint 9469
Comparative Study of Inductive Graph Neural Network Models for Text Classification Saran Pandian, Uttkarsh Chaurasia, Shudhanshu Ranjan and Shefali Saxena EasyChair Preprint 9135
Sentiment and Intent Classification of in-Text Citations Using BERT. Ruan Visser and Marcel Dunaiski EasyChair Preprint 7593
Ontology-Driven Scientific Literature Classification using Clustering and Self-Supervised Learning Zhengtong Pan, Patrick Soong and Setareh Rafatirad EasyChair Preprint 7288
The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Benjamin Clavié and Marc Alphonsus EasyChair Preprint 6935
Classifying Textual Data with Pre-Trained Vision Models Through Transfer Learning and Data Transformations Charaf Eddine Benarab EasyChair Preprint 6118
Comparison of Machine Learning Techniques on Twitter Emotions Classification S Santhosh Baboo and M Amirthapriya EasyChair Preprint 5518
Developing a Protective – Preventive and Machine Learning Based Model on Child Abuse Fatih Mert, Muhammed Ali Aydin and Abdül Halim Zaim EasyChair Preprint 4963
Sentiment classification improvement using semantically enriched information Ricardo Brigato Scheicher, Roberta Akemi Sinoara, Jonas De Carvalho Felinto and Solange Oliveira Rezende EasyChair Preprint 1352
Personalized high quality news recommendations using word embeddings and text classification models Christos Samarinas and Stefanos Zafeiriou EasyChair Preprint 1254
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint 872
Sentiment Classification of Chinese Financial Reviews Fahai Zhong, Hang Yuan, Mengnan Li and Ronghui Luo EasyChair Preprint 538