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语言模型可以用perplexity这个指标去衡量。In natural language processing, perplexity is a way of evaluating language models. A language model is a probability distribution over entire sentences or texts.
首先感谢作者团队的贡献!作者的思路给我了很大的启发,在复现过程中发现一些问题:
1、一个带有标签的低频单词被unk遮掉后,形成的【tag,unk】会不会影响最终的整体效果;
2、单纯了训练了一下Language Model看结果我不知道是好是坏,本来是CV,忽然NLP可能不太理解。所以期待作者能帮我解答一下
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