This paper announces the release of a new version of the English lexical resource VerbNet
with substantially revised semantic representations designed to facilitate computer planning …

The SemLink resource provides map**s between a variety of lexical semantic ontologies,
each with their strengths and weaknesses. To take advantage of these differences, the …

Despite recent advances in semantic role labeling propelled by pre-trained text encoders
like BERT, performance lags behind when applied to predicates observed infrequently …

In the field of metaphor detection, deep learning systems are the ubiquitous and achieve
strong performance on many tasks. However, due to the complicated procedures for …

Identification of metaphoric language in text is critical for generating effective semantic
representations for natural language understanding. Computational approaches to …

The ability to extract general, reusable semantic representations of sentences is a
longstanding goal in natural language processing. Semantic role labeling (SRL) is an …

While studying verbal synonymy, we have investigated the relation between syntax and
semantics in hope that the exploration of this relationship will help us to get more insight into …