# MetaSRL++: A Uniform Scheme for Modelling Deeper Semantics

arXiv: https://arxiv.org/abs/2305.09534 · HTML: https://mlsanity.com/paper/2305.09534/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
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- First posted on arXiv 16 May 2023.

## Abstract (arXiv)

Despite enormous progress in Natural Language Processing (NLP), our field is still lacking a common deep semantic representation scheme. As a result, the problem of meaning and understanding is typically sidestepped through more simple, approximative methods. This paper argues that in order to arrive at such a scheme, we also need a common modelling scheme. It therefore introduces MetaSRL++, a uniform, language- and modality-independent modelling scheme based on Semantic Graphs, as a step towards a common representation scheme; as well as a method for defining the concepts and entities that are used in these graphs. Our output is twofold. First, we illustrate MetaSRL++ through concrete examples. Secondly, we discuss how it relates to existing work in the field.