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 …
constituency trees of block degree two, including ill-nested structures. In particular, we show …
Data-driven parsing using probabilistic linear context-free rewriting systems
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 …
Probabilistic Linear Context-Free Rewriting Systems (PLCFRSs). LCFRS, an extension of …
Data-oriented parsing with discontinuous constituents and function tags
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 …
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
We present a simple and unified approach for both continuous and discontinuous
constituency parsing via autoregressive span selection. Constituency parsing aims to …
constituency parsing via autoregressive span selection. Constituency parsing aims to …
Unlexicalized transition-based discontinuous constituency parsing
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 …
around a lexical head and (ii) bilexical statistics are crucial to solve ambiguities. In this …
Incremental discontinuous phrase structure parsing with the gap transition
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 …
parsing called SR-GAP. It is an extension of the shift-reduce algorithm with an additional gap …
Discontinuous constituent parsing as sequence labeling
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 …
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
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 …
storing subtrees in a stack--ie a data structure with linear-time sequential access--the …
Span-based LCFRS-2 parsing
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 …
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 …
of the Association for Computational Linguistics and the 7th International Joint Conference on …