TGIF: Tree-graph integrated-format parser for enhanced UD with two-stage generic-to individual-language finetuning

T Shi, L Lee - arXiv preprint arXiv:2107.06907, 2021 - arxiv.org
We present our contribution to the IWPT 2021 shared task on parsing into enhanced
Universal Dependencies. Our main system component is a hybrid tree-graph parser that …

Investigating multilingual approaches for parsing universal dependencies

J Barry - 2022 - doras.dcu.ie
Multilingual dependency parsing encapsulates any attempt to parse multiple languages. It
can involve parsing multiple languages in isolation (poly-monolingual), leveraging training …

[PDF][PDF] Enhanced dependencies para o português brasileiro

AS Pagano, MS Duran, TAS Pardo - … of the 2nd Edition of the …, 2023 - aclanthology.org
This article explores Universal Dependencies' guidelines for annotating the enhanced flavor
of dependency relations and presents the main types of enhancement as applied to …

[图书][B] Enhanced Representations and Efficient Analysis of Syntactic Dependencies Within and Beyond Tree Structures

T Shi - 2021 - search.proquest.com
Syntactic parsing, or automatic syntactic analysis, is a fundamental task in natural language
processing (NLP). It involves identification of grammatical relations within an input sentence …

The DCU-EPFL enhanced dependency parser at the IWPT 2021 shared task

J Barry, A Mohammadshahi, J Wagner, J Foster… - arXiv preprint arXiv …, 2021 - arxiv.org
We describe the DCU-EPFL submission to the IWPT 2021 Shared Task on Parsing into
Enhanced Universal Dependencies. The task involves parsing Enhanced UD graphs, which …

[PDF][PDF] Cross-lingual Natural Language Processing with Linguistic Typology Knowledge

C Choudhary - 2023 - researchrepository …
State-of-the-art approaches to most Natural Language Processing (NLP) tasks have
achieved near human performance. This recent progress has positively impacted millions of …

Can predicate-argument relationships be extracted from UD trees?

A Ek, JP Bernardy… - Proceedings of the Joint …, 2021 - aclanthology.org
In this paper we investigate the possibility of extracting predicate-argument relations from
UD trees (and enhanced UD graphs). Con-cretely, we apply UD parsers on an En-glish …