Jonathan Mallinson
3 papers in the PaperMetrix corpus
Papers by this author
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EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start
2022 · arXiv (Cornell University)
We present EdiT5 - a novel semi-autoregressive text-editing model designed to combine the strengths of non-autoregressive text-editing and autoregressive decoding. EdiT5 is faster during inference than conventional sequence-to-sequence (seq2seq) models, while being capable of modelling …
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Paraphrasing Revisited with Neural Machine Translation
2017
Recognizing and generating paraphrases is an important component in many natural language processing applications. A wellestablished technique for automatically extracting paraphrases leverages bilingual corpora to find meaning-equivalent phrases in a single language by "pivoting" over …
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Learning to Paraphrase for Question Answering
2017
Question answering (QA) systems are sensitive to the many different ways natural language expresses the same information need. In this paper we turn to paraphrases as a means of capturing this knowledge and present a …