UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies
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Abstract (arXiv)
The Universal Dependencies (UD) project has created an invaluable collection of treebanks with contributions in over 140 languages. However, the UD annotations do not tell the full story. Grammatical constructions that convey meaning through a particular combination of several morphosyntactic elements -- for example, interrogative sentences with special markers and/or word orders -- are not labeled holistically. We argue for (i) augmenting UD annotations with a 'UCxn' annotation layer for such meaning-bearing grammatical constructions, and (ii) approaching this in a typologically informed way so that morphosyntactic strategies can be compared across languages. As a case study, we consider five construction families in ten languages, identifying instances of each construction in UD treebanks through the use of morphosyntactic patterns. In addition to findings regarding these particular constructions, our study yields important insights on methodology for describing and identifying constructions in language-general and language-particular ways, and lays the foundation for future constructional enrichment of UD treebanks.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). Builds on 6 of its 57 references that are in the map. First posted on arXiv 26 Mar 2024.
Builds on
6 of 57 references.
References · 6
- 2020Universal Dependencies v2: An Evergrowing Multilingual Treebank Collectioncited by 271
- 2022The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlativecited by 35
- 2023A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Constructioncited by 22
- 2020Treebanking User-Generated Content: a UD Based Overview of Guidelines, Corpora and Unified Recommendationscited by 13
- 2023Construction Grammar Provides Unique Insight into Neural Language Modelscited by 13
- 2022A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsingcited by 10
Built on by
Citing papers per year: 2024: 1; 2025: 3; 2026: 3.
7 papers.
- 2025Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructionscited by 5
- 2025Construction Identification and Disambiguation Using BERT: A Case Study of NPNcited by 4
- 2024Annotating Constructions with UD: the experience of the Italian Constructiconcited by 1
- 2025PyFCG: Fluid Construction Grammar in Pythoncited by 1
- 2026A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corporacited by 1
- 2026CAIT: A Syntactic Parsing Toolkit for Child-Adult InTeractionscited by 1
- 2026Model Collapse as Cultural Evolutioncited by 1
- 2026Model Collapse as Cultural Evolution21 May 2026
- 2026CAIT: A Syntactic Parsing Toolkit for Child-Adult InTeractions19 May 2026
- 2026A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corpora13 Mar 2026
- 2025PyFCG: Fluid Construction Grammar in Python19 May 2025
- 2025Construction Identification and Disambiguation Using BERT: A Case Study of NPN24 Mar 2025
- 2025Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions8 Jan 2025
- 2024Annotating Constructions with UD: the experience of the Italian Constructicon12 Nov 2024