Conceptual change and distributional semantic models: an exploratory study on pitfalls and possibilities

P Sommerauer, A Fokkens - … of the 1st International Workshop on …, 2019 - aclanthology.org
Studying conceptual change using embedding models has become increasingly popular in
the Digital Humanities community while critical observations about them have received less …

Challenging distributional models with a conceptual network of philosophical terms

Y Oortwijn, J Bloem, P Sommerauer, F Meyer, W Zhou… - 2021 - pubs.cs.uct.ac.za
Computational linguistic research on language change through distributional semantic (DS)
models has inspired researchers from fields such as philosophy and literary studies, who …

Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation

G van Boven, J Bloem - … of the 2nd International Workshop on …, 2022 - aclanthology.org
We perform a direct intrinsic evaluation of word embeddings trained on the works of a single
philosopher. Six models are compared to human judgements elicited using two tasks: a …

A larger-scale evaluation resource of terms and their shift direction for diachronic lexical semantics

A van Aggelen, A Fokkens, L Hollink… - Proceedings of the …, 2019 - aclanthology.org
Determining how words have changed their meaning is an important topic in Natural
Language Processing. However, evaluations of methods to characterise such change have …

Experiments with Word Embeddings for Sequential Questioning

E McDonald - 2022 - era.library.ualberta.ca
As a student learns to program, there will be gaps in the student's knowledge that must be
addressed for the student to gain a full understanding of the material. A student's answer to a …

Using Computational Linguistics Methods in Digital Humanities: On Possibilities and Pitfalls Използване на методи от компютърната лингвистика в дигиталната …

А Фокенс, Т Касели, М Ле, П Сомерауер… - Списанието се издава с … - ceeol.com
The paper illustrates by means of two sets of case studies, one related to information
extraction and one related to concept change (Section 4), possibilities and issues that are …