338 citations · 572 across the 11 of their papers we have counts for
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cs.CL2021
CoreLM: Coreference-aware Language Model Fine-Tuning
Nikolaos Stylianou, Ioannis Vlahavas
Language Models are the underpin of all modern Natural Language Processing (NLP) tasks. The introduction of the Transformers architecture has contributed significantly into making…
cs.CL2020
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks
Nikolaos Stylianou, Ioannis Vlahavas
In the last decade, the field of Neural Language Modelling has witnessed enormous changes, with the development of novel models through the use of Transformer architectures. Howeve…
cs.CL2019★ 39 cited
A Neural Entity Coreference Resolution Review
Nikolaos Stylianou, Ioannis Vlahavas
Entity Coreference Resolution is the task of resolving all mentions in a document that refer to the same real world entity and is considered as one of the most difficult tasks in n…