منابع مشابه
Generating Sentences by Editing Prototypes
We propose a new generative model of sentences that first samples a prototype sentence from the training corpus and then edits it into a new sentence. Compared to traditional models that generate from scratch either left-toright or by first sampling a latent sentence vector, our prototype-then-edit model improves perplexity on language modeling and generates higher quality outputs according to ...
متن کاملGenerating and Simplifying Sentences
Generating and Simplifying Sentences Shashi Narayan Supervisor: Claire Gardent
متن کاملGenerating indistinguishability operators from prototypes
Given a T-indistinguishability operator E defined between some fuzzy subsets of a universe of discourse X, this paper studies three ways to generate an indistinguishability operator on X compatible with E inspired by the tools used in approximate reasoning and on the duality principle. Of special interest are the cases when the fuzzy subsets determine a partition and a hard-partition of the uni...
متن کاملWeighting Prototypes . A New Editing Approach
It is well known that editing techniques can be applied to (large) sets of prototypes in order to bring the error rate of the Nearest Neighbour classifier close to the optimal Bayes risk. However, in practice, the behaviour of these techniques uses to be much worse than expected from the asymp-totic predictions. A novel editing technique is introduced here which explicitly aims at obtaining a g...
متن کاملWeighting Prototypes. A New Editing Approach
It is well known that editing techniques can be applied to (large) sets of prototypes in order to bring the error rate of the Nearest Neighbour classifier close to the optimal Bayes risk. However, in practice, the behaviour of these techniques uses to be much worse than expected from the asymp-totic predictions. A novel editing technique is introduced here which explicitly aims at obtaining a g...
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ژورنال
عنوان ژورنال: Transactions of the Association for Computational Linguistics
سال: 2018
ISSN: 2307-387X
DOI: 10.1162/tacl_a_00030