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cs.CL2021
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 +5
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 as…
cs.CL2018
Modular Mechanistic Networks: On Bridging Mechanistic and Phenomenological Models with Deep Neural Networks in Natural Language Processing
Simon Dobnik, John D. Kelleher
Natural language processing (NLP) can be done using either top-down (theory driven) and bottom-up (data driven) approaches, which we call mechanistic and phenomenological respectiv…