22min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

AI Trends 2024: Machine Learning & Deep Learning with Thomas Dietterich - #666

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

The Phenomenon of Hallucination in Language Models

This chapter explores the concept of hallucination in Language Models (LLMs), originated in image captioning literature and extended to tasks like abstractive summarization. It discusses the need for more precision and rigor in understanding the failure modes of LLMs, touching on the potential solutions such as uncertainty quantification. The chapter also delves into techniques for assessing uncertainty, confidence thresholds, and the potential impact of LLMs.

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