Vera Danilova

Relation between Cross-Genre and Cross-Topic Transfer in Dependency Parsing

Matching genre in training and test data has been shown to improve dependency parsing. However, it is not clear whether the used methods capture only the genre feature. We hypothesize that successful transfer may also depend on topic similarity. Using topic modelling, we assess whether cross-genre t…