Xingyi, S., Petrak, J. & Roberts, A. A Deep Neural Network Sentence Level Classification Method with Context Information. in EMNLP2018 – 2018 Conference on Empirical Methods in Natural Language Processing 00, 0-000 (2018).
|This technique examines not only the subject sentence, but also context on either side of it. This embedding is encoded using an adapted FOFE technique that allows for large contexts without crippling amounts of additional computation.|
|Average test accuracy and training time. Best values are marked as bold, standard deviations in parentheses|