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The video tutorial discusses a paper titled "Detecting Hallucinated Content in Conditional Neural Sequence Generation" by researchers from CMU and Facebook AI Research. The paper focuses on the problem in current text generation systems where generated text may contain factually incorrect information. It aims to automatically identify and quantify text that is not faithful to the input. The paper addresses the issue of hallucinated content in text generation systems.