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Found 3 papers, 3 papers with code
Modeling the Unigram Distribution
The unigram distribution is the non-contextual probability of finding a specific word form in a corpus.
Evaluating Word Embeddings with Categorical Modularity
We find moderate to strong positive correlations between categorical modularity and performance on the monolingual tasks of sentiment analysis and word similarity calculation and on the cross-lingual task of bilingual lexicon induction both to and from English.
Meaning to Form: Measuring Systematicity as Information
A longstanding debate in semiotics centers on the relationship between linguistic signs and their corresponding semantics: is there an arbitrary relationship between a word form and its meaning, or does some systematic phenomenon pervade?
