Cognitive constraints in bilingual processing—an entropy-based discrimination between translation and second language production by Chuanhong Tang, Danfeng Huang, Danfeng Huang, Andrew K. F. Cheung

Subjects: Get full text

Text analysis of DNS queries for data exfiltration protection of computer networks by Ya. V. Bubnov, N. N. Ivanov

Subjects: Get full text

Automated extraction and summarization of wind disaster data using deep learning models, with extended applications to seismic events by Huy Pham, Monica Arul

Subjects: Get full text

Data augmentation for Arabic text classification: a review of current methods, challenges and prospective directions by Samia F. Abdhood, Nazlia Omar, Sabrina Tiun

Subjects: Get full text

Automatic Classification of Non-Patent Literature via Patent-Literature Text Mining by Seongwon Kim, Donghee Yoo, Suwon Lee

Subjects: Get full text

TextNeX: Text Network of eXperts for Robust Text Classification—Case Study on Machine-Generated-Text Detection by Emmanuel Pintelas, Athanasios Koursaris, Ioannis E. Livieris, Vasilis Tampakas

Subjects: Get full text

Siamese meta-learning network for social disputes based on multi-head attention by Jing Wang, Rui Zhang, Huijian Han, Yuxiang Liu, Zhaoxing Peng

Subjects: “…Few-shot text classification…”
Get full text

Three-Layer Retrieval and Self-Evaluation Classification Method Based on FastText Algorithm by Yidan Li, Huanhuan Hong, Luhong Wen

Subjects: Get full text

Fake News Detection and Fact Checking in X posts from Ecuador Chequea and Ecuador Verifica using Spanish Language Models by Mariuxi Toapanta Bernabe, Miguel Angel Garcia-Cumbreras, L. Alfonso Urena-Lopez

Subjects: Get full text

The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints by Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha, Symeon Chatzinotas, Philippe Jouvet, Rita Noumeir

Subjects: Get full text

JailbreakTracer: Explainable Detection of Jailbreaking Prompts in LLMs Using Synthetic Data Generation by Md. Faiyaz Abdullah Sayeedi, Maaz Bin Hossain, Md. Kamrul Hassan, Sabrina Afrin, Molla Md. Sabit Hossain, Md. Shohrab Hossain

Subjects: Get full text

A text classification method based on a convolutional and bidirectional long short-term memory model by Hai Huan, Zelin Guo, Tingting Cai, Zichen He

Subjects: “…text classification…”
Get full text

An Empirical Comparison of Machine Learning and Deep Learning Models for Automated Fake News Detection by Yexin Tian, Shuo Xu, Yuchen Cao, Zhongyan Wang, Zijing Wei

Subjects: Get full text

Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification by Gunjan Singh, Arpita Nagpal, Vijendra Singh

Subjects: “…text classification…”
Get full text

Active Learning for Medical Article Classification with Bag of Words and Bag of Concepts Embeddings by Radosław Pytlak, Paweł Cichosz, Bartłomiej Fajdek, Bogdan Jastrzębski

Subjects: Get full text

Contextual Fine-Tuning of Language Models with Classifier-Driven Content Moderation for Text Generation by Matan Punnaivanam, Palani Velvizhy

Subjects: Get full text

Enhancing Text Classification Through Quantum Transfer Learning: A Hybrid Quantum-Classical Approach With Complex Kernel Self-Attention Networks by Xiaoxiao Chen, Xiaoping Lou

Subjects: Get full text

Something to Do with Paying Attention: A Review of Transformer-based Deep Neural Networks for Text Classification in Digital Humanities and New Testament Studies by Rich Dane

Subjects: Get full text

Cross-Dataset Analysis of Language Models for Generalised Multi-label Review Note Distribution in Animated Productions by Diego Garcés, Matilde Santos, David Fernández-Llorca

Subjects: Get full text

The Outcomes and Publication Standards of Research Descriptions in Document Classification: A Systematic Review by Marcin Marcin Michal Mironczuk, Adam Muller, Witold Pedrycz

Subjects: Get full text