32 citations · 202 across the 82 of their papers we have counts for
3 papers · 1 filter
End-to-end Network for Twitter Geolocation Prediction and Hashing
Jey Han Lau, Lianhua Chi, Khoi-Nguyen Tran +1
We propose an end-to-end neural network to predict the geolocation of a tweet. The network takes as input a number of raw Twitter metadata such as the tweet message and associated…
An Automatic Approach for Document-level Topic Model Evaluation
Shraey Bhatia, Jey Han Lau, Timothy Baldwin
Topic models jointly learn topics and document-level topic distribution. Extrinsic evaluation of topic models tends to focus exclusively on topic-level evaluation, e.g. by assessin…
Topically Driven Neural Language Model
Jey Han Lau, Timothy Baldwin, Trevor Cohn
Language models are typically applied at the sentence level, without access to the broader document context. We present a neural language model that incorporates document context i…