Method and System for Entity Linking

摘要

The present teaching relates to entity linking. In one example, a text string is received. The text string is segmented to obtain a segmentation with a set of one or more segments of the text string. A set of entities are identified, with respect to the one or more segments, from a plurality of entities as linked to the one or more segments. The identifying is in accordance with a probabilistic model based on surface form information associated with the plurality of entities.

主权项

1. A method, implemented on a computing device having at least one processor, storage, and a communication platform capable of connecting to a network for entity linking, comprising:
receiving a text string; segmenting the text string to obtain a first set of one or more segments of the text string; and identifying, with respect to the first set of the one or more segments, a first set of entities from a plurality of entities as linked to the first set of the one or more segments in accordance with a probabilistic model based at least partially on previously submitted text strings associated with the plurality of entities.