Mittens: An Extension of GloVe for Learning Domain-Specialized Representations
We present a simple extension of the GloVe representation learning model that begins with general-purpose representations and updates them based on data from a specialized domain. We show that the resulting representations can lead to faster learning and better results on a variety of tasks.
PDF Abstract NAACL 2018 PDF NAACL 2018 AbstractCode
Tasks
Datasets
IMDb Movie Reviews
Results from the Paper
Submit
results from this paper
to get state-of-the-art GitHub badges and help the
community compare results to other papers.
