MetaSRL++: A Uniform Scheme for Modelling Deeper Semantics

التفاصيل البيبلوغرافية
العنوان: MetaSRL++: A Uniform Scheme for Modelling Deeper Semantics
المؤلفون: Hohl, Fritz, Wu, Nianheng, Galetti, Martina, van Trijp, Remi
سنة النشر: 2023
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Computation and Language
الوصف: 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.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2305.09534
رقم الأكسشن: edsarx.2305.09534
قاعدة البيانات: arXiv