Classifying Out-of-vocabulary Terms in a Domain-Specific Social Media Corpus

no code implementations • LREC 2016 • SoHyun Park, Afsaneh Fazly, Annie Lee, Br Seibel, on, Wenjie Zi, Paul Cook

We then propose a supervised approach to classify out-of-vocabulary terms according to these categories, drawing on features based on word embeddings, and linguistic knowledge of common properties of out-of-vocabulary terms.

General Classification Word Embeddings

Statistical Inference, Learning and Models in Big Data

no code implementations • 9 Sep 2015 • Beate Franke, Jean-François Plante, Ribana Roscher, Annie Lee, Cathal Smyth, Armin Hatefi, Fuqi Chen, Einat Gil, Alexander Schwing, Alessandro Selvitella, Michael M. Hoffman, Roger Grosse, Dieter Hendricks, Nancy Reid

The need for new methods to deal with big data is a common theme in most scientific fields, although its definition tends to vary with the context.