Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art
Despite the significant progress on entity coreference resolution observed in recent years, there is a general lack of understanding of what has been improved. We present an empirical analysis of state-of-the-art resolvers with the goal of providing the general NLP audience with a better understanding of the state of the art and coreference researchers with directions for future research.
Code (0)
등록된 구현이 없습니다.
Tasks
coreference-resolutionCoreference ResolutionSimilar Papers 제목 키워드 기반
Conundrums in Event Coreference Resolution: Making Sense of the State of the Art
Despite recent promising results on the application of span-based models for event reference interpretation, there is a lack of understanding of what has been improved. We present an empirical analysis of a state-of-the-…
coreference-resolutionCoreference ResolutionEvent Coreference ResolutionVariational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution
Coreference resolution over semantic graphs like AMRs aims to group the graph nodes that represent the same entity. This is a crucial step for making document-level formal semantic representations. With annotated data on…
coreference-resolutionCoreference ResolutionFrench 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 ResolutionResources and Evaluations for Danish Entity Resolution
Automatic coreference resolution is understudied in Danish even though most of the Danish Dependency Treebank (Buch-Kromann, 2003) is annotated with coreference relations. This paper describes a conversion of its partial…
coreference-resolutionCoreference ResolutionEntity DisambiguationEntity Linking+1Neural Anaphora Resolution in Dialogue
We describe the systems that we developed for the three tracks of the CODI-CRAC 2021 shared task, namely entity coreference resolution, bridging resolution, and discourse deixis resolution. Our team ranked second for ent…
coreference-resolutionCoreference Resolution