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Improving Bilingual Lexicon Induction for Low Frequency Words

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Publication: TIPSTER (2020)

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AbstractThis paper designs a Monolingual Lexicon Induction task and observes that two factors accompany the degraded accuracy of bilingual lexicon induction for rare words. First, a diminishing margin between similarities …...

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Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation

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Publication: TIPSTER (2021)

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AbstractSelf-training has proven effective for improving NMT performance by augmenting model training with synthetic parallel data. The common practice is to construct synthetic data based on a randomly sampled subset …...

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