If you care about theoretical computer science, you should watch this lovely talk by Jon Kleinberg on language generation being easier than language identification. He mentions an interesting tension between hallucination and mode collapse.
https://arxiv.org/abs/2404.06757
https://www.youtube.com/live/BrdaVSZBuyU?feature=shared
[#]MachineLearning #LLM #nlp
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