1 code implementation • NAACL 2018 • Yi Yang, Ozan .Irsoy, Kazi Shefaet Rahman
To the best of our knowledge, our work is the first one that employs the structured gradient tree boosting (SGTB) algorithm for collective entity disambiguation.
11 code implementations • 24 Jun 2015 • Ankit Kumar, Ozan .Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher
Most tasks in natural language processing can be cast into question answering (QA) problems over language input.
Ranked #66 on Sentiment Analysis on SST-2 Binary classification
no code implementations • NeurIPS 2014 • Ozan .Irsoy, Claire Cardie
In this work we introduce a new architecture --- a deep recursive neural network (deep RNN) --- constructed by stacking multiple recursive layers.