material ID: pawsx

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Authors: nan

Publication: TIPSTER (2019)

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AbstractMost existing work on adversarial data generation focuses on English. For example, PAWS (Paraphrase Adversaries from Word Scrambling) consists of challenging English paraphrase identification pairs from Wikipedia and Quora. We …...

9129

An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks

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Publication: TIPSTER (2020)

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AbstractTypically, tokenization is the very first step in most text processing works. As a token serves as an atomic unit that embeds the contextual information of text, how to define …...

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Nearest Neighbour Few-Shot Learning for Cross-lingual Classification

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AbstractEven though large pre-trained multilingual models (e.g. mBERT, XLM-R) have led to significant performance gains on a wide range of cross-lingual NLP tasks, success on many downstream tasks still relies …...

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HMIST: Hierarchical Multilingual Isometric Speech Translation using Multi-Task Learning Framework and it’s influence on Automatic Dubbing

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In this paper, we present an approach and im- pact of isometric neural machine translation on the automatic dubbing process. The length of generated isometric translated sentences ranges within a …...

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Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model

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AbstractPre-trained multilingual language models play an important role in cross-lingual natural language understanding tasks. However, existing methods did not focus on learning the semantic structure of representation, and thus could …...

31226