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 …

Scarcity of crossing dependencies: A direct outcome of a specific constraint?

C Gómez-Rodríguez, R Ferrer-i-Cancho - Physical Review E, 2017 - APS
The structure of a sentence can be represented as a network where vertices are words and
edges indicate syntactic dependencies. Interestingly, crossing syntactic dependencies have …

Mildly non-projective dependency grammar

M Kuhlmann - Computational Linguistics, 2013 - direct.mit.edu
Syntactic representations based on word-to-word dependencies have a long-standing
tradition in descriptive linguistics, and receive considerable interest in many applications …

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 …

Do dependency lengths explain constraints on crossing dependencies?

H Yadav, S Husain, R Futrell - Linguistics Vanguard, 2021 - degruyter.com
In syntactic dependency trees, when arcs are drawn from syntactic heads to dependents,
they rarely cross. Constraints on these crossing dependencies are critical for determining …

Memory and locality in natural language

RLJ Futrell - 2017 - dspace.mit.edu
I explore the hypothesis that the universal properties of human languages can be explained
in terms of efficient communication given fixed human information processing constraints. I …

Efficient parsing with linear context-free rewriting systems

A Van Cranenburgh - Proceedings of EACL, 2012 - research.rug.nl
Previous work on treebank parsing with discontinuous constituents using Linear Context-
Free Rewriting systems (LCFRS) has been limited to sentences of up to 30 words, for …

[PDF][PDF] Dynamic programming for higher order parsing of gap-minding trees

E Pitler, S Kannan, M Marcus - … of the 2012 Joint Conference on …, 2012 - aclanthology.org
We introduce gap inheritance, a new structural property on trees, which provides a way to
quantify the degree to which intervals of descendants can be nested. Based on this property …

Efficient parsing for head-split dependency trees

G Satta, M Kuhlmann - Transactions of the Association for …, 2013 - direct.mit.edu
Head splitting techniques have been successfully exploited to improve the asymptotic
runtime of parsing algorithms for projective dependency trees, under the arc-factored model …