Juntao Yu

Semi-Supervised Methods for Out-of-Domain Dependency Parsing

2018 · arXiv (Cornell University)

Dependency parsing is one of the important natural language processing tasks that assigns syntactic trees to texts. Due to the wider availability of dependency corpora and improved parsing and machine learning techniques, parsing accuracies of …

Progression in a Language Annotation Game with a Purpose

2019 · Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Within traditional games design, incorporating progressive difficulty is considered of fundamental importance. But despite the widespread intuition that progression could have clear benefits in Games-With-A-Purpose (GWAPs)–e.g., for training non-expert annotators to produce more complex judgements– …

Anaphora Resolution with the ARRAU Corpus

2018

Massimo Poesio, Yulia Grishina, Varada Kolhatkar, Nafise Moosavi, Ina Roesiger, Adam Roussel, Fabian Simonjetz, Alexandra Uma, Olga Uryupina, Juntao Yu, Heike Zinsmeister. Proceedings of the First Workshop on Computational Models of Reference, Anaphora and Coreference. …

Named Entity Recognition as Dependency Parsing

2020

Named Entity Recognition (NER) is a fundamental task in Natural Language Processing, concerned with identifying spans of text expressing references to entities. NER research is often focused on flat entities only (flat NER), ignoring the …