83 citations · 222 across the 32 of their papers we have counts for
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cs.CL2017
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…
cs.CL2017★ 12 cited
-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…
cs.CL2017
AMR-to-text Generation with Synchronous Node Replacement Grammar
Linfeng Song, Xiaochang Peng, Yue Zhang +2
This paper addresses the task of AMR-to-text generation by leveraging synchronous node replacement grammar. During training, graph-to-string rules are learned using a heuristic ext…