Предсказательная сила

Statistical language models are useful because they can provide probabilis- tic information upon uncertain decision making. The most common statistic is n-grams measuring word cooccurrences in texts. The method suffers …...

The paper presents a language model that develops syntactic structure and uses it to extract meaningful information from the word history, thus enabling the use of long distance dependencies. The …...

Distance-based (windowless) word asso- cation measures have only very recently appeared in the NLP literature and their performance compared to existing win- dowed or frequency-based measures is largely unknown. We …...

Vector space models (VSMs) represent word meanings as points in a high dimen- sional space. VSMs are typically created using a large text corpora, and so repre- sent word semantics …...