Zhousi Chen


2023

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Discontinuous Combinatory Constituency Parsing
Zhousi Chen | Mamoru Komachi
Transactions of the Association for Computational Linguistics, Volume 11

We extend a pair of continuous combinator-based constituency parsers (one binary and one multi-branching) into a discontinuous pair. Our parsers iteratively compose constituent vectors from word embeddings without any grammar constraints. Their empirical complexities are subquadratic. Our extension includes 1) a swap action for the orientation-based binary model and 2) biaffine attention for the chunker-based multi-branching model. In tests conducted with the Discontinuous Penn Treebank and TIGER Treebank, we achieved state-of-the-art discontinuous accuracy with a significant speed advantage.

2021

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Neural Combinatory Constituency Parsing
Zhousi Chen | Longtu Zhang | Aizhan Imankulova | Mamoru Komachi
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021