Fancellu et al 2017 - Universal Dependencies to Logical Forms with Negation Scope

Fancellu et al 2017 - Detecting negation scope is easy, except when it isn’t

Abstract Meaning Representation AMR does a good job at capturing relational semantics (“who-is-doing-what-to-whom”), but is largly missing cross-sentence discourse structure, temporal information, causality, epistemic modality (factivity - whether an event happend or not), and quantifier scoping

Causality

Time