What I think when I think about treebanks

Anders Søgaard

What I think when I think about treebanks

Abstract

In this opinion piece, I present four somewhat controversial suggestions for the design of futuretreebanks: a) Treebanks should be based on adversarial samples, rather than pseudorepresentativesamples. b) Treebanks should include multiple splits of the data, rather than justa single split, as in most treebanks today. c) They should include multiple annotations of eachsentence, whenever possible, instead of adjudicated annotations. d) There is no real motivationfor adhering to a notion of well-formedness, since we now have parsers based on deep learningthat generalize easily and perform well on any type of graphs, and treebanks therefore do not haveto limit themselves to trees or directed acyclic graphs.

Originalsprog	Engelsk
Titel	Proceedings of the 16th International Workshop on Treebanks and Linguistic Theories (TLT16),
Forlag	Association for Computational Linguistics
Publikationsdato	2018
Sider	161-166
Status	Udgivet - 2018
Begivenhed	16th International Workshop on Treebanks and Linguistic Theories (TLT16) - Prague, Tjekkiet Varighed: 23 jan. 2018 → 24 jan. 2018

Konference

Konference	16th International Workshop on Treebanks and Linguistic Theories (TLT16)
Land/Område	Tjekkiet
By	Prague
Periode	23/01/2018 → 24/01/2018

Adgang til dokumentet

http://www.aclweb.org/anthology/W17-7620Licens: CC BY

Citationsformater

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abstract = "In this opinion piece, I present four somewhat controversial suggestions for the design of futuretreebanks: a) Treebanks should be based on adversarial samples, rather than pseudorepresentativesamples. b) Treebanks should include multiple splits of the data, rather than justa single split, as in most treebanks today. c) They should include multiple annotations of eachsentence, whenever possible, instead of adjudicated annotations. d) There is no real motivationfor adhering to a notion of well-formedness, since we now have parsers based on deep learningthat generalize easily and perform well on any type of graphs, and treebanks therefore do not haveto limit themselves to trees or directed acyclic graphs.",

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