Ralph Grishman

The Termolator: Terminology Recognition Based on Chunking, Statistical and Search-Based Scores

2018 · Frontiers in Research Metrics and Analytics

he Termolator is an open-source high-performing terminology extraction system, available on Github. The Termolator combines several different approaches to get superior coverage and precision. The in-line term component identifies potential instances of terminology using a …

Event Detection and Domain Adaptation with Convolutional Neural Networks

2015

Thien Huu Nguyen, Ralph Grishman. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2015.

Relation Extraction: Perspective from Convolutional Neural Networks

2015

Up to now, relation extraction systems have made extensive use of features generated by linguistic analysis modules. Errors in these features lead to errors of relation detection and classification. In this work, we depart from …