Enriching Basque Coreference Resolution System using Semantic Knowledge sources
In this paper we present a Basque coreference resolution system enriched with semantic knowledge. An error analysis carried out revealed the deficiencies that the system had in resolving coreference cases in which semantic or world knowledge is needed. We attempt to improve the deficiencies using two semantic knowledge sources, specifically Wikipedia and WordNet.
Code (0)
등록된 구현이 없습니다.
Tasks
coreference-resolutionCoreference ResolutionWorld KnowledgeSimilar Papers 제목 키워드 기반
Deep Cross-Lingual Coreference Resolution for Less-Resourced Languages: The Case of Basque
In this paper, we present a cross-lingual neural coreference resolution system for a less-resourced language such as Basque. To begin with, we build the first neural coreference resolution system for Basque, training it …
coreference-resolutionCoreference ResolutionCoreference Resolution for the Basque Language with BART
Towards Harnessing Memory Networks for Coreference Resolution
Coreference resolution task demands comprehending a discourse, especially for anaphoric mentions which require semantic information for resolving antecedents. We investigate into how memory networks can be helpful for co…
coreference-resolutionCoreference ResolutionQuestion AnsweringRepresentation LearningPredicting Coreference in Abstract Meaning Representations
This work addresses coreference resolution in Abstract Meaning Representation (AMR) graphs, a popular formalism for semantic parsing. We evaluate several current coreference resolution techniques on a recently published …
Abstract Meaning Representationcoreference-resolutionCoreference ResolutionSemantic ParsingFrench Coreference for Spoken and Written Language
Coreference resolution aims at identifying and grouping all mentions referring to the same entity. In French, most systems run different setups, making their comparison difficult. In this paper, we present an extensive c…
coreference-resolutionCoreference Resolution