CLSep 10, 2021
We went to look for meaning and all we got were these lousy representations: aspects of meaning representation for computational semantics
Simon Dobnik, Robin Cooper, Adam Ek, Bill Noble, Staffan Larsson, Nikolai Ilinykh, Vladislav Maraev, Vidya Somashekarappa
arXiv:2109.04949v1
Originality Synthesis-oriented
AI Analysis
It addresses the problem of inadequate meaning representations for computational semantics, which is incremental as it reviews existing methods without introducing new ones.
The paper examines common meaning representations in natural language applications, discussing their limitations in modeling language meaning and suitability for specific applications.
In this paper we examine different meaning representations that are commonly used in different natural language applications today and discuss their limits, both in terms of the aspects of the natural language meaning they are modelling and in terms of the aspects of the application for which they are used.