HillZhang1999/llm-hallucination-survey
A comprehensive survey paper and reading list on hallucination in Large Language Models, covering evaluation methods, causes, and mitigation strategies.
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This repository contains a survey paper titled “Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models” along with a curated reading list on the topic. It addresses the problem where LLMs generate plausible but incorrect content that conflicts with user input, context, or factual knowledge. The survey covers methods for evaluating hallucination, explanations for why it occurs, and approaches to mitigate it in real-world deployments.
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- What is HillZhang1999/llm-hallucination-survey?
- A comprehensive survey paper and reading list on hallucination in Large Language Models, covering evaluation methods, causes, and mitigation strategies.
- Is llm-hallucination-survey open source?
- Yes — HillZhang1999/llm-hallucination-survey is an open-source project tracked on heatdrop.
- How popular is llm-hallucination-survey?
- HillZhang1999/llm-hallucination-survey has 1.1k stars on GitHub.
- Where can I find llm-hallucination-survey?
- HillZhang1999/llm-hallucination-survey is on GitHub at https://github.com/HillZhang1999/llm-hallucination-survey.