Gaussian Mixtures

Analyses of filler-gap dependencies usu- ally involve complex syntactic rules or heuristics; however recent results suggest that filler-gap comprehension begins ear- lier than seemingly simpler constructions such as ditransitives or …...

AbstractWord embeddings provide point representations of words containing useful semantic information. We introduce multimodal word distributions formed from Gaussian mixtures, for multiple word meanings, entailment, and rich uncertainty information. To …...