Jason Baldridge

Parse Imputation for Dependency Annotations

2015

Jason Mielens, Liang Sun, Jason Baldridge. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2015.

Fill it up: Exploiting partial dependency annotations in a minimum spanning tree parser

2016 · arXiv (Cornell University)

Unsupervised models of dependency parsing typically require large amounts of clean, unlabeled data plus gold-standard part-of-speech tags. Adding indirect supervision (e.g. language universals and rules) can help, but we show that obtaining small amounts of …

Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns

2018 · Transactions of the Association for Computational Linguistics

Coreference resolution is an important task for natural language understanding, and the resolution of ambiguous pronouns a longstanding challenge. Nonetheless, existing corpora do not capture ambiguous pronouns in sufficient volume or diversity to accurately indicate …

PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification

2019

Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.