Computational intelligence and neuroscience
Jan 11, 2022
Handwritten characters recognition is a challenging research topic. A lot of works have been present to recognize letters of different languages. The availability of Arabic handwritten characters databases is limited. Motivated by this topic of resea...
Computational intelligence and neuroscience
Jan 11, 2022
Text summarization (TS) is considered one of the most difficult tasks in natural language processing (NLP). It is one of the most important challenges that stand against the modern computer system's capabilities with all its new improvement. Many pap...
IEEE transactions on pattern analysis and machine intelligence
Jan 7, 2022
Grounding natural language in images, such as localizing "the black dog on the left of the tree", is one of the core problems in artificial intelligence, as it needs to comprehend the fine-grained language compositions. However, existing solutions me...
Journal of biomedical informatics
Jan 4, 2022
OBJECTIVE: This paper aims to propose knowledge-aware embedding, a critical tool for medical term normalization.
Computational intelligence and neuroscience
Jan 3, 2022
Machine translation is an ongoing field of research from the last decades. The main aim of machine translation is to remove the language barrier. Earlier research in this field started with the direct word-to-word replacement of source language by th...
Journal of biomedical informatics
Dec 31, 2021
Transformer-based pretrained language models (PLMs) have started a new era in modern natural language processing (NLP). These models combine the power of transformers, transfer learning, and self-supervised learning (SSL). Following the success of th...
BMC medical informatics and decision making
Dec 27, 2021
BACKGROUND: Symptom phrase recognition is essential to improve the use of unstructured medical consultation corpora for the development of automated question answering systems. A majority of previous works typically require enough manually annotated ...
Computational intelligence and neuroscience
Dec 22, 2021
With the development of neural networks in deep learning, artificial intelligence machine learning has become the main focus of researchers. In College English grammar detection, oral grammar is the most error rate content. So, this paper optimizes M...
Wiley interdisciplinary reviews. Cognitive science
Dec 20, 2021
How did grammar evolve? Perhaps a better way to ask the question is what kind of cognition is needed to enable grammar. The present analysis departs from the observation that linguistic communication is structured in terms of agents and patients, a r...
The American psychologist
Dec 16, 2021
Language can provide important insights into people, and culture more generally. Further, the digitization of information has made more and more textual data available. But by itself, all that data are just that: data. Realizing its potential require...