16 citations · 41 across the 17 of their papers we have counts for
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cs.CL2019★ 5 cited
Improving Neural Relation Extraction with Positive and Unlabeled Learning
Zhengqiu He, Wenliang Chen, Yuyi Wang +3
We present a novel approach to improve the performance of distant supervision relation extraction with Positive and Unlabeled (PU) Learning. This approach first applies reinforceme…
cs.CL2018★ 7 cited
Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations
Gino Brunner, Yuyi Wang, Roger Wattenhofer +1
We train multi-task autoencoders on linguistic tasks and analyze the learned hidden sentence representations. The representations change significantly when translation and part-of-…