paper-with-me

홈 › Papers

Interpretable dimensions support an effect of agentivity and telicity on split intransitivity

2025-11-20 · Eva Neu, Brian Dillon, Katrin Erk arxiv

Intransitive verbs fall into two different syntactic classes, unergatives and unaccusatives. It has long been argued that verbs describing an agentive action are more likely to appear in an unergative syntax, and those describing a telic event to appear in an unaccusative syntax. However, recent work by Kim et al. (2024) found that human ratings for agentivity and telicity were a poor predictor of the syntactic behavior of intransitives. Here we revisit this question using interpretable dimensions, computed from seed words on opposite poles of the agentive and telic scales. Our findings support the link between unergativity/unaccusativity and agentivity/telicity, and demonstrate that using interpretable dimensions in conjunction with human judgments can offer valuable evidence for semantic properties that are not easily evaluated in rating tasks.

📄 PDF Abstract BibTeX arXiv:2511.16824

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Agentività e telicità in GilBERTo: implicazioni cognitive

2023-07-06 · Agnese Lombardi, Alessandro Lenci

The goal of this study is to investigate whether a Transformer-based neural language model infers lexical semantics and use this information for the completion of morphosyntactic patterns. The semantic properties conside…

Language ModelingLanguage Modelling

Aspectual Flexibility Increases with Agentivity and ConcretenessA Computational Classification Experiment on Polysemous Verbs

2016-05-01 · LREC 2016 5 · Ingrid Falk, Fabienne Martin

We present an experimental study making use of a machine learning approach to identify the factors that affect the aspectual value that characterizes verbs under each of their readings. The study is based on various morp…

BIG-bench Machine LearningGeneral Classification

Classification of telicity using cross-linguistic annotation projection

2017-09-01 · EMNLP 2017 9 · Annemarie Friedrich, Damyana Gateva

This paper addresses the automatic recognition of telicity, an aspectual notion. A telic event includes a natural endpoint ({``}she walked home{''}), while an atelic event does not ({``}she walked around{''}). Recognizin…

ClassificationGeneral ClassificationMachine TranslationNatural Language Understanding+2

Aspectuality Across Genre: A Distributional Semantics Approach

2020-10-31 · COLING 2020 8 · Thomas Kober, Malihe Alikhani, Matthew Stone, Mark Steedman

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 dimensions of aspectual class, sta…

Natural Language Inference

About Time: Do Transformers Learn Temporal Verbal Aspect?

2021-10-16 · ACL ARR October 2021 10 · Anonymous

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 of identifying aspectual featu…