WebCoreference resolution is a challenging yet practical problem. Most previous methods are designed to better utilize sequential features of language but can hardly capture the structural associations between mentions. WebCoreference resolution, the task of identifying mentions in a text that refer to the same real world entity, is an important aspect of text understanding and has numerous …

The Stanford Natural Language Processing Group

Weba cross document coreference system using features from encyclopedic sources like Wikipedia. This continues to be a popular task [36] that considers new data sets [20]. Entity linking has been scaled to consider hundreds of thousands of unique entities, whereas operating on this scale is a challenge for cross docu-ment coreference resolution. WebSome entity resolution systems add coreference resolution, where the system chains together mentions of the same person within a document (indoc chaining) or across a … dr horton brandon fl

Coreference Resolution: Toward End-to-End and Cross-Lingual …

Web1 day ago · Event coreference resolution is an important task of information extraction. Previous work often focused on modeling the sentence structure, ignoring the structure between paragraphs which is also important to event … WebJun 4, 2016 · A long-standing challenge in coreference resolution has been the incorporation of entity-level information - features defined over clusters of mentions … Web2 days ago · Despite the task{'}s importance, research focus was given mostly to within-document entity coreference, with rather little attention to the other variants. We … dr horton bonney lake