[PDF][PDF] New measures to investigate term typology by distributional data
J Karlgren - Proceedings of the 19th Nordic Conference of …, 2013 - aclanthology.org
This report describes a series of exploratory experiments to establish whether terms of
different semantic type can be distinguished in useful ways in a semantic space constructed …
different semantic type can be distinguished in useful ways in a semantic space constructed …
The automatic identification of lexical variation between language varieties
Y Peirsman, D Geeraerts, D Speelman - Natural Language …, 2010 - cambridge.org
Languages are not uniform. Speakers of different language varieties use certain words
differently–more or less frequently, or with different meanings. We argue that distributional …
differently–more or less frequently, or with different meanings. We argue that distributional …
[PDF][PDF] Measuring semantic content in distributional vectors
A Herbelot, M Ganesalingam - … of the 51st Annual Meeting of the …, 2013 - aclanthology.org
Some words are more contentful than others: for instance, make is intuitively more general
than produce and fifteen is more 'precise'than a group. In this paper, we propose to measure …
than produce and fifteen is more 'precise'than a group. In this paper, we propose to measure …
Typology of adjectives benchmark for compositional distributional models
In this paper we present a novel application of compositional distributional semantic models
(CDSMs): prediction of lexical typology. The paper introduces the notion of typological …
(CDSMs): prediction of lexical typology. The paper introduces the notion of typological …
Contextual Variability Depends on Categorical Specificity rather than Conceptual Concreteness: A Distributional Investigation on Italian data
G Rambelli, M Bolognesi - … of the 15th International Conference on …, 2023 - aclanthology.org
A large amount of literature on conceptual abstraction has investigated the differences in
contextual distribution (namely “contextual variability”) between abstract and concrete …
contextual distribution (namely “contextual variability”) between abstract and concrete …
A comprehensive study of the parameters in the creation and comparison of feature vectors in distributional semantic models
Measuring the semantic similarity and relatedness of words can play a vital role in many
natural language processing tasks. Distributional semantic models computing these …
natural language processing tasks. Distributional semantic models computing these …
[PDF][PDF] Measures and applications of lexical distributional similarity
JE Weeds - 2003 - researchgate.net
This thesis is concerned with the measurement and application of lexical distributional
similarity. Two words are said to be distributionally similar if they appear in similar contexts …
similarity. Two words are said to be distributionally similar if they appear in similar contexts …
[PDF][PDF] What is in a text, what isn't, and what this has to do with lexical semantics
A Herbelot - Proceedings of the 10th International Conference on …, 2013 - aclanthology.org
This paper queries which aspects of lexical semantics can reasonably be expected to be
modelled by corpus-based theories such as distributional semantics or techniques such as …
modelled by corpus-based theories such as distributional semantics or techniques such as …
Why is penguin more similar to polar bear than to sea gull? analyzing conceptual knowledge in distributional models
P Sommerauer - Proceedings of the 58th Annual Meeting of the …, 2020 - aclanthology.org
What do powerful models of word mean-ing created from distributional data (eg Word2vec
(Mikolov et al., 2013) BERT (Devlin et al., 2019) and ELMO (Peters et al., 2018)) represent …
(Mikolov et al., 2013) BERT (Devlin et al., 2019) and ELMO (Peters et al., 2018)) represent …
[图书][B] Lexical variation and change: A distributional semantic approach
D Geeraerts, D Speelman, K Heylen, M Montes… - 2024 - library.oapen.org
Distributional semantics embodies the idea that the context in which a word occurs reveals
the meaning of that word. In contemporary corpus linguistics, that idea takes shape in …
the meaning of that word. In contemporary corpus linguistics, that idea takes shape in …