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    Chapter and Conference Paper

    Improving Non-autoregressive Machine Translation with Soft-Masking

    In recent years, non-autoregressive machine translation has achieved great success due to its promising inference speedup. Non-autoregressive machine translation reduces the decoding latency by generating the ...

    Shuheng Wang, Shumin Shi, Heyan Huang in Natural Language Processing and Chinese Computing (2021)

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    Chapter and Conference Paper

    Tibetan Syllable-Based Functional Chunk Boundary Identification

    Tibetan syntactic functional chunk parsing is aimed at identifying syntactic constituents of Tibetan sentences. In this paper, based on the Tibetan syntactic functional chunk description system, we propose a m...

    Shumin Shi, Yujian Liu, Tianhang Wang in Chinese Computational Linguistics and Natu… (2017)

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    Chapter and Conference Paper

    Chinese Text Analysis Based on Minimal Recursion Semantics

    Minimal Recursion Semantics (MRS) is a framework for computational semantics that is suitable for parsing and generation. To represent Chinese texts using MRS, we built a lexicon with the rich semantic knowled...

    Chao Su, Heyan Huang, Shumin Shi, ** Jian in Chinese Lexical Semantics (2015)

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    Chapter and Conference Paper

    A Method of Polarity Computation of Chinese Sentiment Words Based on Gaussian Distribution

    Internet has become an excellent source for gathering consumer reviews, while opinion of consumer reviews expressed in sentiment words. However, due to the fuzziness of Chinese word itself, the sentiment judgm...

    Rui**g Li, Shumin Shi, Heyan Huang, Chao Su in Computational Linguistics and Intelligent … (2014)