Neuro-symbolic AI in the era of foundation models

Alvaro Velasquez

doi:10.1117/12.3029871

10 June 2024 Neuro-symbolic AI in the era of foundation models

Alvaro Velasquez

Proceedings Volume 13051, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications VI; 1305102 (2024) https://doi.org/10.1117/12.3029871
Event: SPIE Defense + Commercial Sensing, 2024, National Harbor, Maryland, United States

Abstract

Foundation models, including Chat-GPT and its many variants, have come into prominence in the natural language processing (NLP) community thanks the ubiquity of text data readily available on the internet and the design of modern transformer architectures that can effectively learn from such data. However, popular DoD domains, such as autonomy and logistics, are faced with additional challenges not present in NLP and vision. In this talk, we discuss some of those challenges and opportunities for addressing them.

Conference Presentation

Citation Download Citation

Alvaro Velasquez "Neuro-symbolic AI in the era of foundation models", Proc. SPIE 13051, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications VI, 1305102 (10 June 2024); https://doi.org/10.1117/12.3029871

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