Evaluating Syntactic Properties of Seq2seq Output with a Broad Coverage HPSG: A Case Study on Machine Translation

Johnny Tian-Zheng Wei
Johnny Tian-Zheng Wei
Khiem Pham
Khiem Pham
Brian Dillon
Brian Dillon

arXiv: Computation and Language, Volume abs/1809.02035, 2018.

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Abstract:

Sequence to sequence (seq2seq) models are often employed in settings where the target output is natural language. However, the syntactic properties of the language generated from these models are not well understood. We explore whether such output belongs to a formal and realistic grammar, by employing the English Resource Grammar (ERG), ...More

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