Lune

EMNLP Findings2021

Do UD Trees Match Mention Spans in Coreference Annotations?

Martin Popel, Zdenek Zabokrtský, Anna Nedoluzhko, Michal Novák, Daniel Zeman

Abstract

One can find dozens of data resources for various languages in which coreference -a relation between two or more expressions that refer to the same real-world entity -is manually annotated. One could also assume that such expressions usually constitute syntactically meaningful units; however, mention spans have been annotated simply by delimiting token intervals in most coreference projects, i.e., independently of any syntactic representation. We argue that it could be advantageous to make syntactic and coreference annotations convergent in the long term. We present a pilot empirical study focused on matches and mismatches between handannotated linear mention spans and automatically parsed syntactic trees that follow Universal Dependencies conventions. The study covers 9 datasets for 8 different languages.

Ask Lune

Ask anything. The answer quotes the paper.

Lune reads all of it and the papers around it, then shows you the passages behind every answer.

Questions to start from

Lune answers from

the full paper · related work

Get the answer

Free to start. No credit card required.

Builds on2

  1. CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, Fei Wu et al.ACL 2020 · 153 citations
  2. Universal Dependencies according to BERT: both more specific and more generalTomasz Limisiewicz, David Marecek, Rudolf RosaEMNLP Findings 2020 · 14 citations

Related papers

  1. Parallel Data Helps Neural Entity Coreference ResolutionGongbo Tang, Christian HardmeierACL Findings 2023 · 5 citations
  2. Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesDmitry Nikolaev, Ofir Arviv, Taelin Karidi, Neta Kenneth et al.ACL 2020 · 1 citation
  3. NovelCR: A Large-Scale Bilingual Dataset Tailored for Long-Span Coreference ResolutionMeihan Tong, Shuai WangACL Findings 2025
  4. Seq2seq is All You Need for Coreference ResolutionWenzheng Zhang, Sam Wiseman, Karl StratosEMNLP 2023 · 5 citations
  5. Semantic Role Labeling as Syntactic Dependency ParsingTianze Shi, Igor Malioutov, Ozan IrsoyEMNLP 2020 · 15 citations
Dusk over the sea between two cliffs drawn in fine vertical lines