COLING 2020system demonstrations4 citations
CogniVal in Action: An Interface for Customizable Cognitive Word Embedding Evaluation
Nora Hollenstein, Adrian van der Lek, Ce Zhang
Abstract
We demonstrate the functionalities of the new user interface for CogniVal. CogniVal is a framework for the cognitive evaluation of English word embeddings, which evaluates the quality of the embeddings based on their performance to predict human lexical representations from cognitive language processing signals from various sources. In this paper, we present an easy-to-use command line interface for CogniVal with multiple improvements over the original work, including the possibility to evaluate custom embeddings against custom cognitive data sources.
BibTeX
@inproceedings{hollenstein-etal-2020-cognival,
title = "{C}ogni{V}al in Action: An Interface for Customizable Cognitive Word Embedding Evaluation",
author = "Hollenstein, Nora and
van der Lek, Adrian and
Zhang, Ce",
editor = "Ptaszynski, Michal and
Ziolko, Bartosz",
booktitle = "Proceedings of the 28th International Conference on Computational Linguistics: System Demonstrations",
month = dec,
year = "2020",
address = "Barcelona, Spain (Online)",
publisher = "International Committee on Computational Linguistics (ICCL)",
url = "https://aclanthology.org/2020.coling-demos.7/",
doi = "10.18653/v1/2020.coling-demos.7",
pages = "34--40"
}