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09/03/2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
While large language models (LLMs) have demonstrated remarkable capabili...
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01/31/2023
Large Language Models Can Be Easily Distracted by Irrelevant Context
Large language models have achieved impressive performance on various na...
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10/06/2022
Language Models are Multilingual Chain-of-Thought Reasoners
We evaluate the reasoning abilities of large language models in multilin...
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04/25/2022
Natural Language to Code Translation with Execution
Generative models of code, pretrained on large corpora of programs, have...
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04/12/2022