Polysemy—Evidence from Linguistics, Behavioral Science, and Contextualized Language Models

J Haber, M Poesio - Computational Linguistics, 2024 - direct.mit.edu
Polysemy is the type of lexical ambiguity where a word has multiple distinct but related
interpretations. In the past decade, it has been the subject of a great many studies across …

Grammaticality, acceptability, and probability: A probabilistic view of linguistic knowledge

JH Lau, A Clark, S Lappin - Cognitive science, 2017 - Wiley Online Library
The question of whether humans represent grammatical knowledge as a binary condition on
membership in a set of well‐formed sentences, or as a probabilistic property has been the …

Quantum transfer learning for acceptability judgements

G Buonaiuto, R Guarasci, A Minutolo… - Quantum Machine …, 2024 - Springer
Hybrid quantum-classical classifiers promise to positively impact critical aspects of natural
language processing tasks, particularly classification-related ones. Among the possibilities …

Are there factive predicates? An empirical investigation

J Degen, J Tonhauser - Language, 2022 - muse.jhu.edu
Properties of the content of the clausal complement have long been assumed to distinguish
factive predicates like know from nonfactive ones like think (Kiparsky & Kiparsky 1970, inter …

Monolingual and cross-lingual acceptability judgments with the Italian CoLA corpus

D Trotta, R Guarasci, E Leonardelli… - arxiv preprint arxiv …, 2021 - arxiv.org
The development of automated approaches to linguistic acceptability has been greatly
fostered by the availability of the English CoLA corpus, which has also been included in the …

[BOOK][B] Deep learning and linguistic representation

S Lappin - 2021 - taylorfrancis.com
The application of deep learning methods to problems in natural language processing has
generated significant progress across a wide range of natural language processing tasks …

RuCoLA: Russian corpus of linguistic acceptability

V Mikhailov, T Shamardina, M Ryabinin… - arxiv preprint arxiv …, 2022 - arxiv.org
Linguistic acceptability (LA) attracts the attention of the research community due to its many
uses, such as testing the grammatical knowledge of language models and filtering …

Collect, measure, repeat: Reliability factors for responsible AI data collection

O Inel, T Draws, L Aroyo - Proceedings of the AAAI Conference on …, 2023 - ojs.aaai.org
The rapid entry of machine learning approaches in our daily activities and high-stakes
domains demands transparency and scrutiny of their fairness and reliability. To help gauge …

Crowdsourcing ground truth for medical relation extraction

A Dumitrache, L Aroyo, C Welty - ACM Transactions on Interactive …, 2018 - dl.acm.org
Cognitive computing systems require human labeled data for evaluation and often for
training. The standard practice used in gathering this data minimizes disagreement between …

Colorless green ideas do sleep furiously: gradient acceptability and the nature of the grammar

J Sprouse, B Yankama, S Indurkhya, S Fong… - The Linguistic …, 2018 - degruyter.com
In their recent paper, Lau, Clark, and Lappin explore the idea that the probability of the
occurrence of word strings can form the basis of an adequate theory of grammar (Lau, Jey …