CoNLL 2009
Related Papers
Incremental Semantic Role Labeling with Tree Adjoining Grammar
We introduce the task of incremental se- mantic role labeling (iSRL), in which se- mantic roles are assigned to incomplete input (sentence prefixes). iSRL is the semantic equivalent of incremental …...
Making Dependency Labeling Simple, Fast and Accurate
This work addresses the task of dependency labeling—assigning labels to an (unlabeled) dependency tree. We employ and extend a feature representation learning approach, op- timizing it for both high speed …...
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
AbstractSemantic role labeling (SRL) is the task of identifying the predicate-argument structure of a sentence. It is typically regarded as an important step in the standard NLP pipeline. As the …...
Syntax-aware Semantic Role Labeling without Parsing
AbstractIn this paper we focus on learning dependency aware representations for semantic role labeling without recourse to an external parser. The backbone of our model is an LSTM-based semantic role …...
WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing
AbstractFrame-semantic annotations exist for a tiny fraction of the world’s languages, Wikidata, however, links knowledge base triples to texts in many languages, providing a common, distant supervision signal for semantic …...