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  1. Language and its commonsense: Where formal semantics went wrong, and where it can (and should) go.Walid Saba - 2020 - Journal of Knowledge Structures and Systems 1 (1):40-62.
    Abstract The purpose of this paper is twofold: (i) we will argue that formal semantics might have faltered due to its failure in distinguishing between two fundamentally very different types of concepts, namely ontological concepts, that should be types in a strongly-typed ontology, and logical concepts, that are predicates corresponding to properties of, and relations between, objects of various ontological types; and (ii) we show that accounting for these differences amounts to a new formal semantics; one that integrates lexical and (...)
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  • Commonsense Knowledge, Ontology and Ordinary Language.Walid Saba - 2010 - International Journal of Reasoning-Based Intelligent Systems 2 (1):36 - 50.
    Over two decades ago a "quite revolution" overwhelmingly replaced knowledgebased approaches in natural language processing (NLP) by quantitative (e.g., statistical, corpus-based, machine learning) methods. Although it is our firm belief that purely quantitative approaches cannot be the only paradigm for NLP, dissatisfaction with purely engineering approaches to the construction of large knowledge bases for NLP are somewhat justified. In this paper we hope to demonstrate that both trends are partly misguided and that the time has come to enrich logical semantics (...)
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