About time: Do transformers learn temporal verbal aspect?

E Metheniti, T Van De Cruys, N Hathout - 12th Workshop on Cognitive …, 2022 - hal.science
Aspect is a linguistic concept that describes how an action, event, or state of a verb phrase is
situated in time. In this paper, we explore whether different transformer models are capable …

Boundedness supports children's event representations.

Y Ji, A Papafragou - Developmental Psychology, 2024 - psycnet.apa.org
Natural languages distinguish between telic predicates that denote events leading to an
inherent endpoint (eg, draw a balloon) and atelic predicates that denote events with no …

The perfect in dialogue: Evidence from Dutch

BL Bruyn, M van der Klis… - Linguistics in the …, 2019 - jbe-platform.com
We investigate the use of the perfect in dialogue in Dutch and–for comparison–report on
data from Dutch narrative discourse as well as on data from both registers in English. Our …

Human Temporal Inferences Go Beyond Aspectual Class

K Pruś, M Steedman, A Lopez - … of the European Chapter of the …, 2024 - research.ed.ac.uk
Past work in NLP has proposed the task of classifying English verb phrases into situation
aspect categories, assuming that these categories play an important role in tasks requiring …

Aspectuality across genre: A distributional semantics approach

T Kober, M Alikhani, M Stone, M Steedman - arxiv preprint arxiv …, 2020 - arxiv.org
The interpretation of the lexical aspect of verbs in English plays a crucial role for recognizing
textual entailment and learning discourse-level inferences. We show that two elementary …

Decomposing and recomposing event structure

W Gantt, L Glass, AS White - Transactions of the Association for …, 2022 - direct.mit.edu
We present an event structure classification empirically derived from inferential properties
annotated on sentence-and document-level Universal Decompositional Semantics (UDS) …

[KIRJA][B] Life language processing: deep learning-based language-agnostic processing of proteomics, genomics/metagenomics, and human languages

E Asgari - 2019 - search.proquest.com
A broad and simple definition oflanguage'is a set of sequences constructed from a finite set
of symbols. By this definition, biological sequences, human languages, and many sequential …

Investigating Aspect Features in Contextualized Embeddings with Semantic Scales and Distributional Similarity

Y Li, E Chersoni, YY Hsu - … of the 13th Joint Conference on Lexical …, 2024 - aclanthology.org
Aspect, a linguistic category describing how actions and events unfold over time, is
traditionally characterized by three semantic properties: stativity, durativity and telicity. In this …

AutoAspect: automatic annotation of tense and aspect for uniform meaning representations

D Chen, M Palmer, M Vigus - Proceedings of The Joint 15th Linguistic …, 2021 - par.nsf.gov
We present AutoAspect, a novel, rule-based annotation tool for labeling tense and aspect.
The pilot version annotates English data. The aspect labels are designed specifically for …

A kind introduction to lexical and grammatical aspect, with a survey of computational approaches

A Friedrich, N Xue, A Palmer - arxiv preprint arxiv:2208.09012, 2022 - arxiv.org
Aspectual meaning refers to how the internal temporal structure of situations is presented.
This includes whether a situation is described as a state or as an event, whether the …