Evaluating Computational Language Models with Scaling Properties of Natural Language
نویسندگان
چکیده
منابع مشابه
Computational Models of Natural Language Argument
This paper offers an introduction to the 2001 Workshop on Computational Models of Natural Language Argument (CMNLA 2001), a special event of the International Conference on Computational Science. The contributors to the workshop represent, in their backgrounds, the diversity of fields upon which the focus of the event draws. As a result, this paper aims not only to introduce the accepted papers...
متن کاملScaling Smoothed Language Models
In Continuous Speech Recognition (CSR) systems a Language Model (LM) is required to represent the syntactic constraints of the language. Then a smoothing technique needs to be applied to avoid null LM probabilities. Each smoothing technique leads to a different LM probability distribution. Test set perplexity is usually used to evaluate smoothing techniques but the relationship with acoustic mo...
متن کاملComputational Complexity in Natural Language
We have become so used to viewing natural language in computational terms that we need occasionally to remind ourselves of the methodological commitment this view entails. That commitment is this: we assume that to understand linguistic tasks—tasks such as recognizing sentences, determining their structure, extracting their meaning, and manipulating the information they contain—is to discover t...
متن کاملComputational Models of Language Acquisition
Child language acquisition, one of Nature’s most fascinating phenomena, is to a large extent still a puzzle. Experimental evidence seems to support the view that early language is highly formulaic, consisting for the most part of frozen items with limited productivity. Fairly quickly, however, children find patterns in the ambient language and generalize them to larger structures, in a process ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Computational Linguistics
سال: 2019
ISSN: 0891-2017,1530-9312
DOI: 10.1162/coli_a_00355