Distributional Semantics Today Introduction to the special issue

In the present study, we examine the hypothesis that the nouns suffixed in -euse and -rice are the feminine equivalents of the -eur derived agent nouns on a semantic level, and that a

Here, we are no longer looking for differences in distributional effects between adjectives that can be used privatively and adjectives that cannot (cf. our first aim) but

Words are then represented as posterior distributions over those latent classes, and the model allows to naturally obtain in-context and out-of-context word representations, which

Figures 2-3 plot the results of two experiments from P&W which focused on the abstract/concrete distinction. P&W used a false memory task in the generalisation phase,

He joined Microsoft Research in 1998, first as a researcher in the Speech Technology Group working on multimodal dialog system, then as an architect that designed and shipped

Moving towards data-driven approaches, a model for metaphor comprehen- sion has been described that employs latent semantic analysis, a statistical tech- nique for building spaces

For every author, we built two lists of word pairs (with their lemma and PoS), one relative to the tagged reference corpus (reference pairs) and the other to the tagged test set

While the neural network alone achieves a macro-averaged F1-score of 0.308 on the test set, considering 35 cat- egories (all but ”NA”), and an F1-score of 0.8 for the ”NA” tag;