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Natural language processing

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

Harnessing interpretable novel combination of GloVe embedding with deep CNN-BiLSTM neural network for fake news detection

Sidra khalid, Shabana Ramzan, [ ... ], Muhammad Syafrudin

Flat-Lattice-CNN: A model for Chinese medical-named-entity recognition

Shanshan Wang, Kunyuan Zhang, Ao Liu

Democratizing social media for health research: LLM-powered data analytics platform for NCDs

Ratchanont Thippimanporn, Wuttichai Khamna, Kannika Wiratchawa, Thanapong Intharah

Exploring prompts to elicit memorization in masked language model-based named entity recognition

Yuxi Xia, Anastasiia Sedova, [ ... ], Benjamin Roth

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