This paper describes the t rea tment of nominalizations in the PUNDIT text processing system. A single semantic definition is used for both nominalizations and the verbs to which they are related, with the same semantic roles, decompositions, and selectional restrictions on the semantic roles. However, because syntact ical ly nominalizations are noun phrases, the processing which produces the s...

In this paper, we use a machine learning framework for semantic argument parsing, and apply it to the task of parsing arguments of eventive nominalizations in the FrameNet database. We create a baseline system using a subset of features introduced by Gildea and Jurafsky (2002), which are directly applicable to nominal predicates. We then investigate new features which are designed to capture th...

This paper presents the ADN-Classifier, an Automatic classification system of Spanish Deverbal Nominalizations aimed at identifying its semantic denotation (i.e. event, result, underspecified, or lexicalized). The classifier can be used for NLP tasks such as coreference resolution or paraphrase detection. To our knowledge, the ADN-Classifier is the first effort in acquisition of denotations for...

Based on data from German -ung nominalizations, I argue that selection restriction tests are not suitable as linguistic tools for ontological disambiguation. Consequently, I question the significance of ontology as a starting point for linguistic theorizing. Instead, I argue for an underspecified account of the ontology of nominalizations, in which disambiguation looses its central role in the ...

Abstract This paper offers a principled account for the nominalizations of dispositional evaluative adjectives. On descriptive side, shows that (i) in addition to largely studied deverbal nominalizations, certain deadjectival can also refer events; (ii) types adjectives enable eventive denotation are specific sort, namely, those deriving from Dispositional Evaluative Adjectives (e.g., imprudent...