#hallucination-detection

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Eugene Yan · 2023-11-05 제목번역

도메인 외 파인튜닝을 통한 환각 탐지 부트스트래핑

Out-of-Domain Finetuning to Bootstrap Hallucination Detection

How to use open-source, permissive-use data and collect less labeled samples for our tasks.

#language-models #hallucination-detection #fine-tuning #out-of-domain #data-labeling #transfer-learning
Eugene Yan · 2023-09-03 제목번역

생성형 요약의 평가 및 환각 탐지

Evaluation & Hallucination Detection for Abstractive Summaries

Reference, context, and preference-based metrics, self-consistency, and catching hallucinations.

#hallucination-detection #abstractive-summarization #text-evaluation #nlp-evaluation #metric-evaluation #self-consistency