Sequence Prediction
Related Papers
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space
Feature-Rich Space Carlos A. Colmenares∗ Google Inc. Brandschenkestrasse 110 8002 Zurich, Switzerland crcarlos@google.com Marina Litvak Shamoon College of Engineering Beer Sheva, Israel marinal@sce.ac.il Amin Mantrach Fabrizio Silvestri Yahoo Labs. Avinguda …...
Generative Bridging Network for Neural Sequence Prediction
AbstractIn order to alleviate data sparsity and overfitting problems in maximum likelihood estimation (MLE) for sequence prediction tasks, we propose the Generative Bridging Network (GBN), in which a novel bridge …...
Sentiment Tagging with Partial Labels using Modular Architectures
AbstractMany NLP learning tasks can be decomposed into several distinct sub-tasks, each associated with a partial label. In this paper we focus on a popular class of learning problems, sequence …...
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel
AbstractTransformer is a powerful architecture that achieves superior performance on various sequence learning tasks, including neural machine translation, language understanding, and sequence prediction. At the core of the Transformer is …...