113 citations · 344 across the 17 of their papers we have counts for
4 papers · 2 filters
Neural Cross-Lingual Entity Linking
Avirup Sil, Gourab Kundu, Radu Florian +1
A major challenge in Entity Linking (EL) is making effective use of contextual information to disambiguate mentions to Wikipedia that might refer to different entities in different…
A Unified Query-based Generative Model for Question Generation and Question Answering
Linfeng Song, Zhiguo Wang, Wael Hamza
We propose a query-based generative model for solving both tasks of question generation (QG) and question an- swering (QA). The model follows the classic encoder- decoder framework…
-Nearest Neighbor Augmented Neural Networks for Text Classification
Zhiguo Wang, Wael Hamza, Linfeng Song
In recent years, many deep-learning based models are proposed for text classification. This kind of models well fits the training set from the statistical point of view. However, i…
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…