CoNLL05
Related Papers
How to Best Use Syntax in Semantic Role Labelling
AbstractThere are many different ways in which external information might be used in a NLP task. This paper investigates how external syntactic information can be used most effectively in the …...
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing
AbstractThis paper proposes to cast end-to-end span-based SRL as a word-based graph parsing task. The major challenge is how to represent spans at the word level. Borrowing ideas from research …...
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments
AbstractSemantic role labeling (SRL) is a fundamental yet challenging task in the NLP community. Recent works of SRL mainly fall into two lines: 1) BIO-based; 2) span-based. Despite ubiquity, they …...
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation
AbstractSemantic role labeling (SRL) identifies the predicate-argument structure in a sentence. This task is usually accomplished in four steps: predicate identification, predicate sense disambiguation, argument identification, and argument classification. Errors …...