Sentence examples for in the perplexity from inspiring English sources

You can get small slivers of critical input, advice, comments, but if you're deep in the perplexity of your own process, as you should be, sorting it out in your own way, nothing is going to guide you more than small gestures of encouragement.

Using Ltu factor, we observed significant degradation in the perplexity of language models trained not only on in-domain, but also on out-of-domain text data for each selected similarity measure.

Somewhere in the perplexity of data gathering, the model for counting poor Americans changed from just looking at food and wage standards, to adding government benefits and household expenses.

But, as said, the likelihood in the perplexity corresponds to the conditional entropy, which in turn has been shown to be a good measure for clustering [ 23].

These topic models have been successful in reducing the perplexity and improving the accuracy rate of speech recognition systems [2, 5, 6].

As it could be observed in the first scenario, the differences between E mphatic and A nger are more obvious in terms of the perplexity than in terms of the word accuracy.

In order to show the pure impact of the linguistic adaptation on the language models, the results of the linguistic adaptation are reported in Table 6 in terms of the perplexity of the language model.

Again, the pure influence on the language models is given in terms of the perplexity of the language models in Table 8.

As seen in Figure 1, the perplexity of our proposed bigram-PLSA model is lower than the perplexity of Nie et al.'s bigram-PLSA model.

In the experiments, the perplexity is reduced by about 5% for both single and interpolated models without reducing the speed of training, compared with the baseline.

In terms of the perplexity, the best adaptation results are always obtained, if data of the same state is used for adaptation of the language models; that is, although A nger also helps to reduce the perplexity on Mont_E (from 10.2 to 9.77), the best adaptation results are obtained with E mphatic speech (8.28).