no code implementations • COLING 2016 • Sai Praneeth Suggu, Kushwanth Naga Goutham, Manoj K. Chinnakotla, Manish Shrivastava
Given a question-answer pair along with its metadata, the DFFN architecture independently - a) learns features from the Deep Neural Network (DNN) and b) computes hand-crafted features using various external resources and then combines them using a fully connected neural network trained to predict the final answer quality.
no code implementations • 22 Jun 2016 • Sai Praneeth Suggu, Kushwanth N. Goutham, Manoj K. Chinnakotla, Manish Shrivastava
Current AQP systems either learn models using - a) various hand-crafted features (HCF) or b) use deep learning (DL) techniques which automatically learn the required feature representations.