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To date, parsers have made limited use of se- mantic information, but there is evidence to suggest that semantic features can enhance parse disambiguation. This paper shows that semantic classes …...

AbstractAlthough previous studies have shown that errors occur in texts summarized by extraction based summarizers, no study has investigated how common different types of errors are and how that changes …...

Path queries on a knowledge graph can be used to answer compositional ques- tions such as “What languages are spoken by people living in Lisbon?”. However, knowledge graphs often have …...

AbstractIn a corpus of data, outliers are either errors: mistakes in the data that are counterproductive, or are unique: informative samples that improve model robustness. Identifying outliers can lead to …...

AbstractThe CoNLL-2003 corpus for English-language named entity recognition (NER) is one of the most influential corpora for NER model research. A large number of publications, including many landmark works, have …...

AbstractCharacter-based neural machine translation models have become the reference models for cognate prediction, a historical linguistics task. So far, all linguistic interpretations about latent information captured by such models have …...