Gabor Angeli

A large annotated corpus for learning natural language inference

2015 · arXiv (Cornell University)

Understanding entailment and contradiction is fundamental to understanding natural language, and inference about entailment and contradiction is a valuable testing ground for the development of semantic representations. However, machine learning research in this area has …

Leveraging Linguistic Structure For Open Domain Information Extraction

2015

Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning. 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). …

Position-aware Attention and Supervised Data Improve Slot Filling

2017

Organized relational knowledge in the form of "knowledge graphs" is important for many applications. However, the ability to populate knowledge bases with facts automatically extracted from documents has improved frustratingly slowly. This paper simultaneously addresses …