148 citations · 255 across the 14 of their papers we have counts for
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cs.CL2017★ 148 cited
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Jian Ni, Georgiana Dinu, Radu Florian
The state-of-the-art named entity recognition (NER) systems are supervised machine learning models that require large amounts of manually annotated data to achieve high accuracy. H…
cs.CL2017
Reinforcement Learning for Transition-Based Mention Detection
Georgiana Dinu, Wael Hamza, Radu Florian
This paper describes an application of reinforcement learning to the mention detection task. We define a novel action-based formulation for the mention detection task, in which a m…