Linguistic Perspective

Linguistic perspective research uses computational methods to analyze and model human language, aiming to understand its structure, function, and cognitive underpinnings. Current research heavily utilizes transformer-based neural networks and other deep learning architectures to analyze various aspects of language, from empathy detection in conversations to identifying linguistic markers of neurological disorders like Parkinson's disease. This interdisciplinary field is advancing our understanding of language processing, impacting areas such as natural language processing, clinical diagnostics, and the development of more human-like AI systems. Furthermore, ongoing work focuses on improving the interpretability of these models and addressing biases in their outputs.