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A series of recent papers has used a parsing algorithm due to Shen et al.
Relations between hypersurface cross ratios, and a combinatorial formula for partitions of a polygon, for permanent preponderance, and for non-associative products
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A structural probe for finding syntax in word representations
John Hewitt and Christopher D. Manning. 2019 · 2019
Closest in time.
An imitation learning approach to unsupervised parsing
Bowen Li, Lili Mou, and Frank Keller. 2019 · 2019
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Ordered neurons: Integrating tree structures into recurrent neural networks
Yikang Shen, Shawn Tan, Alessandro Sordoni, and Aaron Courville. 2019 · 2019
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Visually grounded neural syntax acquisition
Haoyue Shi†, Jiayuan Mao, Kevin Gimpel, and Karen Livescu. 2019 · 2019
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Gate activation signal analysis for gated recurrent neural networks and its correlation with phoneme boundaries
Yu-Hsuan Wang, Cheng-Tao Chung, and Hung-Yi Lee. 2017 · 2017
Cited alongside, same era.
Neural language modeling by jointly learning syntax and lexicon
Yikang Shen, Zhouhan Lin, Chin-Wei Huang, and Aaron Courville. 2018a
Cited in the paper.
Straight to the tree: Constituency parsing with neural syntactic distance
Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, and Yoshua Bengio. 2018b
Cited in the paper.