Collection of LLM hallucination and evaluation papers that I've been exploring and implementing. Some of them have my comments and annotated doodles.
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Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
Paper • 2208.05309 • Published • 1 -
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models
Paper • 2305.13711 • Published • 2 -
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
Paper • 2302.09664 • Published • 3 -
BARTScore: Evaluating Generated Text as Text Generation
Paper • 2106.11520 • Published • 2