Paper: Named Entity Generation Using Sampling-based Structured Prediction

ACL ID W10-4227
Title Named Entity Generation Using Sampling-based Structured Prediction
Venue International Conference on Natural Language Generation
Session Main Conference
Year 2010
Authors

The problem of Named Entity Generation is expressed as a conditional probability model over a structured domain. By defin- ing a factor-graph model over the men- tions of a text, we obtain a compact pa- rameterization of what is learned using the SampleRank algorithm.