Lexical Inference
Related Papers
Lexical Inference over Multi-Word Predicates: A Distributional Approach
Representing predicates in terms of their argument distribution is common practice in NLP. Multi-word predicates (MWPs) in this context are often either disregarded or considered as fixed expressions. The lat- …...
Do Supervised Distributional Methods Really Learn Lexical Inference Relations?
Distributional representations of words have been recently used in supervised settings for recognizing lexical inference relations be- tween word pairs, such as hypernymy and en- tailment. We investigate a collection …...
Learning to Exploit Structured Resources for Lexical Inference
Massive knowledge resources, such as Wikidata, can provide valuable informa- tion for lexical inference, especially for proper-names. Prior resource-based ap- proaches typically select the subset of each resource’s relations which …...
Inference Annotation of a Chinese Corpus for Opinion Mining
AbstractPolarity classification (positive, negative or neutral opinion detection) is well developed in the field of opinion mining. However, existing tools, which perform with high accuracy on short sentences and explicit …...