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Anaphoric reference is an aspect of language interpretation covering avariety of types of interpretation beyond the simple case of identity referenceto entities introduced via nominal expressions covered by the traditionalcoreference task in its most recent incarnation in ONTONOTES and similardatasets. One of these cases that go beyond simple coreference is anaphoricreference to entities that must be added to the discourse model viaaccommodation, and in particular split-antecedent references to entitiesconstructed out of other entities, as in split-antecedent plurals and in somecases of discourse deixis. Although this type of anaphoric reference is nowannotated in many datasets, systems interpreting such references cannot beevaluated using the Reference coreference scorer Pradhan et al. (2014). As partof the work towards a new scorer for anaphoric reference able to evaluate allaspects of anaphoric interpretation in the coverage of the Universal Anaphorainitiative, we propose in this paper a solution to the technical problem ofgeneralizing existing metrics for identity anaphora so that they can also beused to score cases of split-antecedents. This is the first such proposal inthe literature on anaphora or coreference, and has been successfully used toscore both split-antecedent plural references and discourse deixis in therecent CODI/CRAC anaphora resolution in dialogue shared tasks.

Scoring Coreference Chains with Split-Antecedent Anaphors