Span-based discontinuous constituency parsing: a family of exact chart-based algorithms with time complexities from O (n^ 6) down to O (n^ 3)

C Corro - arxiv preprint arxiv:2003.13785, 2020 - arxiv.org
We introduce a novel chart-based algorithm for span-based parsing of discontinuous
constituency trees of block degree two, including ill-nested structures. In particular, we show …

Data-driven parsing using probabilistic linear context-free rewriting systems

L Kallmeyer, W Maier - Computational Linguistics, 2013 - direct.mit.edu
This paper presents the first efficient implementation of a weighted deductive CYK parser for
Probabilistic Linear Context-Free Rewriting Systems (PLCFRSs). LCFRS, an extension of …

Data-oriented parsing with discontinuous constituents and function tags

A Van Cranenburgh, R Scha, R Bod - Journal of Language …, 2016 - research.rug.nl
Statistical parsers are e ective but are typically limited to producing projective dependencies
or constituents. On the other hand, linguisti-cally rich parsers recognize non-local relations …

Don't parse, choose spans! continuous and discontinuous constituency parsing via autoregressive span selection

S Yang, K Tu - Proceedings of the 61st Annual Meeting of the …, 2023 - aclanthology.org
We present a simple and unified approach for both continuous and discontinuous
constituency parsing via autoregressive span selection. Constituency parsing aims to …

Unlexicalized transition-based discontinuous constituency parsing

M Coavoux, B Crabbé, SB Cohen - Transactions of the Association …, 2019 - direct.mit.edu
Lexicalized parsing models are based on the assumptions that (i) constituents are organized
around a lexical head and (ii) bilexical statistics are crucial to solve ambiguities. In this …

Incremental discontinuous phrase structure parsing with the gap transition

M Coavoux, B Crabbé - 15th Conference of the European Chapter of …, 2017 - hal.science
This article introduces a novel transition system for discontinuous lexicalized constituent
parsing called SR-GAP. It is an extension of the shift-reduce algorithm with an additional gap …

Discontinuous constituent parsing as sequence labeling

D Vilares, C Gómez-Rodríguez - arxiv preprint arxiv:2010.00633, 2020 - arxiv.org
This paper reduces discontinuous parsing to sequence labeling. It first shows that existing
reductions for constituent parsing as labeling do not support discontinuities. Second, it fills …

Discontinuous constituency parsing with a stack-free transition system and a dynamic oracle

M Coavoux, SB Cohen - arxiv preprint arxiv:1904.00615, 2019 - arxiv.org
We introduce a novel transition system for discontinuous constituency parsing. Instead of
storing subtrees in a stack--ie a data structure with linear-time sequential access--the …

Span-based LCFRS-2 parsing

M Stanojević, M Steedman - … and the IWPT 2020 Shared Task on …, 2020 - aclanthology.org
The earliest models for discontinuous constituency parsers used mildly context-sensitive
grammars, but the fashion has changed in recent years to grammar-less transition-based …

[PDF][PDF] Discontinuous incremental shift-reduce parsing

W Maier - Proceedings of the 53rd Annual Meeting of the …, 2015 - aclanthology.org
Discontinuous Incremental Shift-reduce Parsing Page 1 Proceedings of the 53rd Annual Meeting
of the Association for Computational Linguistics and the 7th International Joint Conference on …