134 citations · 718 across the 111 of their papers we have counts for
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cs.CL2016★ 3 cited
Multi-task Domain Adaptation for Sequence Tagging
Nanyun Peng, Mark Dredze
Many domain adaptation approaches rely on learning cross domain shared representations to transfer the knowledge learned in one domain to other domains. Traditional domain adaptati…
cs.CL2016★ 29 cited
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning
Nanyun Peng, Mark Dredze
Named entity recognition, and other information extraction tasks, frequently use linguistic features such as part of speech tags or chunkings. For languages where word boundaries a…