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06/11/2022
Why is constrained neural language generation particularly challenging?
Recent advances in deep neural language models combined with the capacit...
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02/02/2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
We introduce GEM, a living benchmark for natural language Generation (NL...
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07/31/2020
An Empirical Study on Explainable Prediction of Text Complexity: Preliminaries for Text Simplification
Text simplification is concerned with reducing the language complexity a...
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07/31/2020
Neural Language Generation: Formulation, Methods, and Evaluation
Recent advances in neural network-based generative modeling have reignit...
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10/14/2019
Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder
In order to efficiently transmit and store speech signals, speech codecs...
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01/02/2019