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Easy Victories and Uphill Battles in Coreference Resolution
Classical coreference systems encode various syntactic, discourse, and semantic phenomena explicitly, using heterogenous features com- puted from hand-crafted heuristics. In con- trast, we present a state-of-the-art coreference system that captures …...
Unsupervised Ranking Model for Entity Coreference Resolution
Coreference resolution is one of the first stages in deep language understanding and its impor- tance has been well recognized in the natu- ral language processing community. In this paper, …...
Deep Neural Networks for Coreference Resolution for Polish
The paper presents several configurations of deep neural networks aimed at the task of coreference resolution for Polish. Starting with the basic feature set and standard word embedding vector size …...