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Hallucination Detection Articles

Page 1 of 1 (2 articles)

Out-of-Domain Finetuning to Bootstrap Hallucination Detection

11/5/2023 • EN

Out-of-Domain Finetuning to Bootstrap Hallucination Detection

Explores using out-of-domain data to improve LLM finetuning for detecting factual inconsistencies (hallucinations) in text summaries.

Finetuning Hallucination Detection llm Machine Learning Natural Language Inference

Evaluation & Hallucination Detection for Abstractive Summaries

9/3/2023 • EN

Evaluation & Hallucination Detection for Abstractive Summaries

Explores methods for evaluating abstractive text summaries and detecting hallucinations, covering key dimensions and metrics like NLI and QA.

Abstractive Summarization Hallucination Detection LLM Evaluation Natural Language Inference Question Answering