EA2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction
Qi Zeng, Qiusi Zhan, Heng Ji
2022Findings of the Association for Computational Linguistics: NAACL 202223 citationsDOIOpen Access PDF
Abstract
Events are inter-related in documents. Motivated by the one-sense-per-discourse theory, we hypothesize that a participant tends to play consistent roles across multiple events in the same document.
Topics & Concepts
Argument (complex analysis)Event (particle physics)Consistency (knowledge bases)Computer scienceInferenceContext (archaeology)Isolation (microbiology)PopulationBaseline (sea)Natural language processingArtificial intelligenceHistoryChemistryBiochemistryPhysicsQuantum mechanicsBiologySociologyMicrobiologyDemographyGeologyArchaeologyOceanographyTopic ModelingNatural Language Processing TechniquesAdvanced Text Analysis Techniques