Factorising AMR generation through syntax

K Cao, S Clark - arXiv preprint arXiv:1804.07707, 2018 - arxiv.org
… can generate meaning-preserving syntacticgenerate diverse realisations of the same AMR
graph by sampling from the syntax model and deterministically decoding from the realisation

[PDF][PDF] Verbalizing AMR structures

G Lapalme - 2019 - rali.iro.umontreal.ca
… different grammatical realizations into a single graph in order … its AMR graph is not yet reliable,
so currently AMR graphs must … 1 that validates the syntactic form of the graph and provide …

Understanding and generating language with abstract meaning representation

M Damonte - 2020 - era.ed.ac.uk
… of AMR parsing: given an AMR graph, we wish to generate a … In the previous AMR graph,
4000000 is not a variable but a … to generate one of the possible syntactic realizations of the …

[PDF][PDF] A Python-based system for Verbalizing AMR Structures

G Lapalme - rali.iro.umontreal.ca
… different grammatical realizations into a single graph in order … its AMR graph is not yet reliable,
so currently AMR graphs must … 4 that validates the syntactic form of the graph and provide …

Towards a decomposable metric for explainable evaluation of text generation from AMR

J Opitz, A Frank - arXiv preprint arXiv:2008.08896, 2020 - arxiv.org
… allows for numerous surface realizations. In this work we aim to … candidate generation s/, we
use a binary variable to assess … text generation tasks, by ablating the human gold graph from …

Multilingual AMR-to-text generation

A Fan, C Gardent - arXiv preprint arXiv:2011.05443, 2020 - arxiv.org
… We focus on generating from graph structures in the form of … with semantic rather than syntactic
relations and where function … the various sources of data used to create multilingual AMR-…

Transition-Based Generation from Abstract Meaning Representations

T Schick - arXiv preprint arXiv:1707.07591, 2017 - arxiv.org
AMR graph into a structure similar to a dependency tree and annotate it with syntactic information
by applying various … are equally good realizations of the AMR graph shown in Figure 1a…

[PDF][PDF] Parsing and Generation for the Abstract Meaning Representation

J Flanigan - 2018 - jflanigan.github.io
graph to produce AMR graphs that satisfy these constraints. In the second part of the thesis,
I present a generation algorithm for AMR… are graphs, rather than trees as in syntactic parsing …

[PDF][PDF] Going from UD towards AMR

K Han, S Pavlova - 2019 - members.loria.fr
… information in the surface realisations (POS tags and syntactic … We have the gold standard
AMR graph in this format. … • We expect that a single syntactic pattern can map to multiple AMR

A human evaluation of AMR-to-English generation systems

E Manning, S Wein, N Schneider - arXiv preprint arXiv:2004.06814, 2020 - arxiv.org
AMR does not represent some morphological and syntactic … ; for AMR, this is the sentence
from which the AMR graph was … rules to generate possible realizations, augmented with …