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cs.LG2019★ 1 cited
Transfer Reward Learning for Policy Gradient-Based Text Generation
James O' Neill, Danushka Bollegala
Task-specific scores are often used to optimize for and evaluate the performance of conditional text generation systems. However, such scores are non-differentiable and cannot be u…
cs.LG2019
Error-Correcting Neural Sequence Prediction
James O' Neill, Danushka Bollegala
We propose a novel neural sequence prediction method based on \textit{error-correcting output codes} that avoids exact softmax normalization and allows for a tradeoff between speed…