January 1, 2022Open Access

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

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Abstract

Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022.

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Liu et al. (Sat,) studied this question.

synapsesocial.com/papers/6a08b59cef79633196e8cc6d https://doi.org/https://doi.org/10.18653/v1/2022.acl-long.464

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1A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation2019 · 67 citations
2NLTK: The Natural Language Toolkit2002 · 1,944 citations
3Word concreteness and word structure as independent determinants of recall1992 · 137 citations
4Assessing The Factual Accuracy of Generated Text2019 · 153 citations

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