Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Multimodal Language Understanding
This chapter explores the integration of various sensory modalities in natural language processing, particularly focusing on grounding and the challenges language models face in conveying real-world concepts. It emphasizes the need for comprehensive meaning representation and intentionality in AI communication, advocating for multilingual models to address accessibility issues. The discussion also highlights the complexities of tokenization in NLP, especially in multilingual contexts, and the innovations brought by the Bloom model's collaborative approach.
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