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A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

2024 · ACM Transactions on Information Systems · 1,986 citations · 0 from inside this corpus

Weijiang Yu, Weitao Ma, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu

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A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and… (2024)A Survey on Hallucination in …BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2019)BERT: Pre-training of Deep Bi…BLEU (2001)BLEUExploring the Limits of Transfer Learning with a Unified Text-to-Text\n Transformer (2019)Exploring the Limits of Trans…Proceedings of the 25th international conference on Machine learning - ICML '08 (2008)Proceedings of the 25th inter…On the Dangers of Stochastic Parrots (2021)On the Dangers of Stochastic …Proceedings of the 19th International Joint Conference on Artificial Intelligence (2005)Proceedings of the 19th Inter…BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligen… (2022)BNAI, NO-TOKEN, and MIND-UNIT…Survey of Hallucination in Natural Language Generation (2022)Survey of Hallucination in Na…LLaMA: Open and Efficient Foundation Language Models (2023)LLaMA: Open and Efficient Fou…5th International Conference on Learning Representations (ICLR 17) (2017)5th International Conference …International Conference on Machine Learning (ICML)-2005 (2006)International Conference on M…Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP… (2008)Proceedings of the Conference…PaLM: Scaling Language Modeling with Pathways (2022)PaLM: Scaling Language Modeli…Suffix Arrays: A New Method for On-Line String Searches (1993)Suffix Arrays: A New Method f…Language Models as Knowledge Bases? (2019)Language Models as Knowledge …HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering (2018)
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Topic ModelingComputer Science
Ferroelectric and Negative Capacitance DevicesEngineering
Text Readability and SimplificationComputer Science

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complete

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  • supports214 reference(s) recorded.
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