Slide 4
Slide 4 text
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A. In-domain limited EL Problems
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• Although recent Wikipedia-based EL researches saw great success,
these successes were, partly due to
massive mention-entity pair (1B~)
Substantial alias table for candidate generation.
Alias table is also created from abundant hyperlinks.
• Under specific domains, these annotations are limited and expensive.
• “Therefore, we need entity linking systems that can
generalize to unseen specialized entities.”