519 citations · 657 across the 17 of their papers we have counts for
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3 papers · 1 filter
cs.CL2020★ 2 cited
RethinkCWS: Is Chinese Word Segmentation a Solved Task?
Jinlan Fu, Pengfei Liu, Qi Zhang +1
The performance of the Chinese Word Segmentation (CWS) systems has gradually reached a plateau with the rapid development of deep neural networks, especially the successful use of…
cs.CL2020★ 2 cited
Interpretable Multi-dataset Evaluation for Named Entity Recognition
Jinlan Fu, Pengfei Liu, Graham Neubig
With the proliferation of models for natural language processing tasks, it is even harder to understand the differences between models and their relative merits. Simply looking at…
cs.CL2020★ 6 cited
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study
Jinlan Fu, Pengfei Liu, Qi Zhang +1
While neural network-based models have achieved impressive performance on a large body of NLP tasks, the generalization behavior of different models remains poorly understood: Does…