(Re) construing Meaning in NLP

S Trott, TT Torrent, N Chang, N Schneider - arXiv preprint arXiv …, 2020 - arxiv.org
Human speakers have an extensive toolkit of ways to express themselves. In this paper, we
engage with an idea largely absent from discussions of meaning in natural language …

[图书][B] Copilots for linguists: AI, constructions, and frames

TT Torrent, T Hoffmann, AL Almeida, M Turner - 2023 - cambridge.org
AI can assist the linguist in doing research on the structure of language. This Element
illustrates this possibility by showing how a conversational AI based on a Large Language …

Frequency vs. association for constraint selection in usage-based construction grammar

J Dunn - arXiv preprint arXiv:1904.05529, 2019 - arxiv.org
A usage-based Construction Grammar (CxG) posits that slot-constraints generalize from
common exemplar constructions. But what is the best model of constraint generalization …

Cognitive linguistics meets computational linguistics: Construction grammar, dialectology, and linguistic diversity

J Dunn - Data Analytics in Cognitive Linguistics: Methods and …, 2022 - degruyter.com
Computational linguistics and cognitive linguistics come together when we use data-driven
methods to conduct linguistic experiments on corpora. This chapter uses usage-based …

Modeling Construction Grammar's Way into NLP: Insights from negative results in automatically identifying schematic clausal constructions in Brazilian Portuguese

A Lorenzi, VG de Almeida, EE Matos… - Proceedings of the First …, 2023 - aclanthology.org
This paper reports on negative results in a task of automatic identification of schematic
clausal constructions and their elements in Brazilian Portuguese. The experiment was set up …