revolutionizing our understanding of language

Groundbreaking computational research

The USC Center for Computational Language Sciences leads the way in advancing the computational study of language. CCLS’s research is grounded in a collaborative, multifaceted approach, exemplified by these core intellectual themes. Driven by our interdisciplinary approach, the diverse expertise of our faculty, and our cutting-edge research, we are united in our commitment to scientific rigor and the pursuit of groundbreaking innovation in language sciences. In an era plagued by the destructive power of language, CCLS aims to illuminate the complex relationships between language, psychology, and social structures. This work is crucial in the battle against hate speech, misinformation, and the erosion of civil discourse. By providing tools and strategies to combat these dangers, we strive to foster a world where communication bolsters understanding, not division.

5 Core Intellectual Themes

    Language Neuroscience, Machine Learning, and Natural Language Processing (NLP)

    CCLS delves into the fundamental nature of language. We investigate the intricate interplay between the human brain, computational modeling, and the processing of language. This fusion of neuroscience, machine learning, and NLP will lead to the development of more sophisticated language models and refine existing theories regarding language representation and processing in the brain.

    Language in Accessibility and Health Assessment and Remediation.

    CCLS recognizes language as a critical key to both empowerment and a deeper understanding of human health. Our aim is to develop groundbreaking technologies to address challenges faced by individuals with hearing, visual, or cognitive impairments, revolutionizing accessibility and communication. We harness language analysis as a powerful tool in identifying subtle indicators of disease, transforming healthcare diagnostics and interventions.

    Narratives and Society in a Global Context.

    Understanding how narratives shape identities, cultures, and worldviews is a central focus of CCLS. We investigate the use of language across diverse socio-cultural contexts. This work promotes cross-cultural understanding, and enhances the responsible use of language technology both locally and globally.

    Language Diversity, Subjectivity, and Fairness

    CCLS champions the importance of equity in the development and use of computational language tools. We prioritize research into ensuring that our models account for language diversity, combat bias, and strive for fairness in representation.

    Framing, Misinformation, and Disinformation

    In an era plagued by the destructive manipulation of language, CCLS aims to expose the mechanisms by which misinformation spreads and disinformation thrives. This research is essential to counteracting these threats, protecting vulnerable populations, and fostering a more informed citizenry.