Named Entity Disambiguation for Noisy Text. Yotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, Omer Levy. CoNLL 2017. [pdf] We present WikilinksNED, a large-scale Named Entity Disambiguation dataset of text fragments from the web, which is significantly noisier and more challenging than existing news-based datasets. Code & Data The code and data are […]

Zero-Shot Relation Extraction via Reading Comprehension. Omer Levy, Minjoon Seo, Eunsol Choi, and Luke Zettlemoyer. CoNLL 2017. [pdf] [slides] We show that relation extraction can be reduced to answering simple reading comprehension questions, by associating one or more natural-language questions with each relation slot. Code & Data The code and data are available here. . […]