(Re)construing Meaning in NLP
Computation and Language
2020-05-20 v1
Abstract
Human speakers have an extensive toolkit of ways to express themselves. In this paper, we engage with an idea largely absent from discussions of meaning in natural language understanding--namely, that the way something is expressed reflects different ways of conceptualizing or construing the information being conveyed. We first define this phenomenon more precisely, drawing on considerable prior work in theoretical cognitive semantics and psycholinguistics. We then survey some dimensions of construed meaning and show how insights from construal could inform theoretical and practical work in NLP.
Cite
@article{arxiv.2005.09099,
title = {(Re)construing Meaning in NLP},
author = {Sean Trott and Tiago Timponi Torrent and Nancy Chang and Nathan Schneider},
journal= {arXiv preprint arXiv:2005.09099},
year = {2020}
}
Comments
ACL 2020 camera-ready