76 search results - page 5 / 16 » Semantic Role Labeling via Instance-Based Learning |
93
Voted
COLING
2008
15 years 10 days ago
2008
Almost all automatic semantic role labeling (SRL) systems rely on a preliminary parsing step that derives a syntactic structure from the sentence being analyzed. This makes the ch...
86
Voted
JAIR
2007
14 years 10 months ago
2007
This paper introduces and analyzes a battery of inference models for the problem of semantic role labeling: one based on constraint satisfaction, and several strategies that model...
EMNLP
2009
14 years 8 months ago
2009
The sense of a preposition is related to the semantics of its dominating prepositional phrase. Knowing the sense of a preposition could help to correctly classify the semantic rol...
98
Voted
ECML
2006
Springer
15 years 2 months ago
2006
Springer
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
85
Voted
ICML
2010
IEEE
14 years 12 months ago
2010
IEEE
This paper studies the problem of learning from ambiguous supervision, focusing on the task of learning semantic correspondences. A learning problem is said to be ambiguously supe...