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Word embedding

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

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

Orthogonal position representations for transformer in neural machine translation

Yue Zhao, Qinghong Zhang, Shuhan Zhou

WBA: Word Boundary Attention for Chinese Named Entity Recognition

Zhongguo Xu

Exploration of designing an automatic classifier for questions containing code snippets—A case study of Oracle SQL certification exam questions

Hung-Yi Chen, Po-Chou Shih, Yunsen Wang

Augmented Ensemble Model (AEM) for health trends prediction on social networks

Sonia Saini, Ruchi Agarwal, [ ... ], Rohit Verma

Plant attribute extraction: An enhancing three-stage deep learning model for relational triple extraction

Zhihao Zong, Hongtao Shan, [ ... ], Shuyi Zhang

TBKIN: Threshold-based explicit selection for enhanced cross-modal semantic alignments

Zihan Guo, Xiang Shen, Chongqing Chen

DPRM: DeBERTa-based potential relationship multi-headed self-attention joint extraction model

Songjiang Li, Jinming Cao, [ ... ], Peng Wang

DSN-STC: Leveraging Siamese networks for optimized short text clustering

Mahdi Molaei, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar, Jafar Tanha

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

Deep learning framework for RNA 5hmC prediction using RNA language model embeddings

Md Muhaiminul Islam Nafi

External-knowledge enhanced dual encoder and contrastive learning for aspect sentiment triplet extraction

Yuan Huang, Xiaozheng Zhou, Ruizhi Yin, Pengwei Shi

Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models

Fawaz Khaled Alarfaj

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