... Limited 2025 Emerald Publishing Limited Licensed re-use rights only Sentiment analysis Serbian WordNet SrpWN SentiWordNet Sentiment lexicon Machine learning Deep learning LLMs Information extracted from textual sources includes both facts and opinions. This study focuses...

... The proposed architecture uses neighborhood and dependency tree-based relations for target opinion extraction, a domain–ontology-based knowledge management system for aspect term extraction, and deep learning techniques for classification. Findings The authors use different deep learning architectures...

...Yi-Hung Liu; Sheng-Fong Chen Purpose Whether automatically generated summaries of health social media can assist users in appropriately managing their diseases and ensuring better communication with health professionals becomes an important issue. This paper aims to develop a novel deep learning...

..., 2017). Knowledge acquisition Entity relation extraction Cross-lingual Deep learning Generative adversarial network Another alternative approach – namely, the semi-supervised – reduces the burden of manual annotation, which typically includes bootstrapping and distant supervision...

...Wang Leilei; Sowmipriya Rajendiran; K. Gayathri Purpose The main goal of the physical education (PE) environment is that each individual trained should achieve self-fulfillment with the large group of students involved with their own efforts. Deep learning is applying transferrable knowledge...

... advantages in both efficiency and accuracy for pedestrian detection task. It contributes to both data preprocessing for person re-identification and the research on deep learning. Object proposal Object detection Convolutional neural network R-CNN, Computational efficiency Deep learning...