Reading the Manual: Event Extraction as Definition Comprehension
Johns Hopkins University（约翰霍普金斯大学）；University of Rochester（罗切斯特大学）
英文摘要：
We ask whether text understanding has progressed to where we may extract event information through incremental refinement of bleached statements derived from annotation manuals. Such a capability would allow for the trivial construction and extension of an extraction framework by intended end-users through declarations such as, "Some person was born in some location at some time." We introduce an example of a model that employs such statements, with experiments illustrating we can extract events under closed ontologies and generalize to unseen event types simply by reading new definitions.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
