IEEE - Institute of Electrical and Electronics Engineers, Inc. - RoSeq: Robust Sequence Labeling

Author(s): Joey Tianyi Zhou ; Hao Zhang ; Di Jin ; Xi Peng ; Yang Xiao ; Zhiguo Cao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 11
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2019.2911236
Regular:

In this paper, we mainly investigate two issues for sequence labeling, namely, label imbalance and noisy data that are commonly seen in the scenario of named entity recognition (NER) and are... View More

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