Abstract: Measuring lexical similarity using WordNet has a long tradition. In the last decade, it has been challenged by distributional methods, and more recently by neural word embedding. In recent ...
I've been using NLTK's interface to access the Open Multilingual WordNet (OMW). According to the WordNet website, OMW Version 1 links hand-created wordnets and automatically created wordnets for over ...
In the field of natural language processing, there are a variety of tasks such as automatic text classification, sentiment analysis, text summarization, etc. These tasks are partially based on the ...
Abstract: The measurement of semantic similarity between concepts is an important research topic in natural language processing. In the past, several approaches for measuring the semantic similarity ...
The Mongolian Wordnet is a freely available, lexico-semantic resource for the Mongolian language. The Mongolian language is the official language of Mongolia and both the most widely-spoken and ...
I often hear that we can’t create natural language understanding (NLU), because we wouldn’t know how to represent meaning. But 30 years ago Professor George A. Miller, the famous psychologist and ...
Current WordNet-based measures of distance or similarity focus almost exclusively on WordNet�s taxonomic relations. This effectively restricts their applicability to the syntactic categories of noun ...