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Natural language processing

Financial text analysis and credit risk assessment using a GPT-4 and improved BERT fusion model

Huirong Tan, Yanruixue Xie

Automated framework for multi-domain social media text analysis for business strategy employing multilayer perceptron with Word2Vec features and LIME XAI

Amira Turki

Expansion quantization network: A micro-emotion detection and annotation framework

Jingyi Zhou, Senlin Luo, Haofan Chen

EMSA: Explainable multilingual sentiment analysis models providing sentiment analysis across multiple languages

Li Zhao, Jinwei Zhou, Jinde Cao, Weina Zhu

Detection and classification of venous thromboembolism through image test reports analysis using active learning and deep learning

Eunseon Jeong, Youngje Woo, Hong Joo Lee, Jang Yong Kim

Graph neural networks for integrated information and major complex estimation

Tadaaki Hosaka

Enhanced audience sentiment analysis in IoT-integrated metaverse media communication

Hongtao Wang, Shan Wang, [ ... ], Jiandong Huang

Orthogonal position representations for transformer in neural machine translation

Yue Zhao, Qinghong Zhang, Shuhan Zhou

Malware detection using pre-trained transformer encoder with byte sequences

Eun-Jin Kim, Yun-Kyung Lee, [ ... ], Young-Seob Jeong

On the effectiveness of limited-data large language model fine-tuning for Arabic

Mohamed Alkaoud

CEAF: Capsule network enhanced feature fusion architecture for Chinese Named Entity Recognition

Siyu Ma, Guangzhong Liu, Yangshuyi Xu

DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, [ ... ], Xiaoyi Lv

Multi-task learning by using contextualized word representations for syntactic parsing of a morphologically rich language

Toqeer Ehsan, Miriam Butt, [ ... ], Ali Al-Laith

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