DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets
This addresses location-based retrieval and recommendation systems for social media users, but appears incremental.
The authors tackled the problem of fine-grained location recognition and linking in tweets, proposing DLocRL and verifying its effectiveness on a real-world Twitter dataset.
In recent years, with the prevalence of social media and smart devices, people causally reveal their locations such as shops, hotels, and restaurants in their tweets. Recognizing and linking such fine-grained location mentions to well-defined location profiles are beneficial for retrieval and recommendation systems. In this paper, we propose DLocRL, a new deep learning pipeline for fine-grained location recognition and linking in tweets, and verify its effectiveness on a real-world Twitter dataset.