A neural SRL model that attends to labels of similar training sentences via an associated memory network reaches 89.6 F1 on CoNLL-2009 English in-domain, 79.7 on Brown, and 83.8 on Chinese, with small, consistent gains over its BiLSTM baseline.
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Semantic Role Labeling with Associated Memory Network
A neural SRL model that attends to labels of similar training sentences via an associated memory network reaches 89.6 F1 on CoNLL-2009 English in-domain, 79.7 on Brown, and 83.8 on Chinese, with small, consistent gains over its BiLSTM baseline.