Zero-Shot Open Entity Typing as Type-Compatible Grounding

EMNLP 2018 Ben ZhouDaniel KhashabiChen-Tse TsaiDan Roth

The problem of entity-typing has been studied predominantly in supervised learning fashion, mostly with task-specific annotations (for coarse types) and sometimes with distant supervision (for fine types). While such approaches have strong performance within datasets, they often lack the flexibility to transfer across text genres and to generalize to new type taxonomies... (read more)

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