An End-to-End Entity Linking Approach for Tweets

We present a novel approach for detecting, classifying, and linking entities from Twitter posts (tweets). The task is challenging because of thenoisy,short, andinformalnature of tweets. Consequently, the proposed approach introduces several methods that robustly facilitate successful realization of the task with enhanced performance in several measures.