AI Trends 2023: Natural Language Proc - ChatGPT, GPT-4 and Cutting Edge Research with Sameer Singh - #613
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Future Directions in Language Models
This chapter explores the evolving challenges and opportunities in language model development, emphasizing the need for improvements in text generation to differentiate factual information from creative outputs. The speakers discuss innovative approaches, such as retrieval-based modeling and diffusion models, alongside methodologies for training that incorporate multimodal data. Key topics include the importance of incremental updates, addressing misinformation, and the potential for more accessible computing methods to enhance natural language processing capabilities.
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