1. The Pitfalls of Defining Hallucination.
- Author
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Deemter, Kees van
- Subjects
- *
LANGUAGE models , *HALLUCINATIONS , *RESEARCH personnel - Abstract
Despite impressive advances in Natural Language Generation (NLG) and Large Language Models (LLMs), researchers are still unclear about important aspects of NLG evaluation. To substantiate this claim, I examine current classifications of hallucination and omission in data-text NLG, and I propose a logic-based synthesis of these classfications. I conclude by highlighting some remaining limitations of all current thinking about hallucination and by discussing implications for LLMs. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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