Natural Language Understanding with the Quora Question Pairs Dataset
Published in arXiv, 2017
We compare linear, tree-based, and neural models for duplicate question detection on the Quora dataset, finding that a simple Continuous Bag of Words model outperforms more complex recurrent and attention-based models.
Recommended citation: Lakshay Sharma*, Laura Graesser*, Nikita Nangia*, Utku Evci*. (2017). "Natural Language Understanding with the Quora Question Pairs Dataset." arXiv preprint. (*Equal contribution)