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Digital Humanities and Cultural Heritage Publications TW

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Digital Humanities and Cultural Heritage Publications TW

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122 research outcomes, page 1 of 13
  • publication . Preprint . Conference object . 2021
    An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features
    Open Access English
    Authors:
    Shi-Yan Weng; Tien-Hong Lo; Berlin Chen;
    Persistent Identifiers

    doi: 10.23919/eusipco47968.2020.9287432

    Tremendous amounts of multimedia associated with speech information are driving an urgent need to develop efficient and effective automatic summarization methods. To this end, we have seen rapid progress in applying supervised deep neural network-based methods to extrac...

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  • publication . Article . Other literature type . 2021
    El Niño–Southern Oscillation and internal sea surface temperature variability in the tropical Indian Ocean since 1675
    Open Access
    Authors:
    Maike Leupold; Miriam Pfeiffer; Takaaki K. Watanabe; Lars Reuning; Dieter Garbe-Schönberg; Chuan-Chou Shen; Geert-Jan A Brummer;
    Persistent Identifiers

    doi: 10.5194/cp-17-151-2021

    Publisher: Copernicus GmbH

    <p>The dominant modes of climate variability on interannual timescales in the tropical Indian Ocean are the El Niño–Southern Oscillation (ENSO) and the Indian Ocean Dipole. El Niño events have occurred more frequently during recent decades, and it has been suggested tha...

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  • publication . Preprint . Conference object . 2020
    Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent
    Open Access English
    Authors:
    Yun-Hsuan Jen; Chieh-Yang Huang; Mei-Hua Chen; Ting-Hao Kenneth Huang; Lun-Wei Ku;
    Persistent Identifiers

    doi: 10.18653/v1/2020.emnlp-main.312

    Comment: 9 pages, to appear in EMNLP 2020 as a long paper

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  • publication . Conference object . Preprint . 2020
    Pretrained Language Model Embryology: The Birth of ALBERT
    Open Access
    Authors:
    David Chiang; Sung-Feng Huang; Hung-yi Lee;
    Persistent Identifiers

    doi: 10.18653/v1/2020.emnlp-main.553

    Publisher: Association for Computational Linguistics

    While behaviors of pretrained language models (LMs) have been thoroughly examined, what happened during pretraining is rarely studied. We thus investigate the developmental process from a set of randomly initialized parameters to a totipotent language model, which we re...

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  • publication . Conference object . Preprint . 2020
    Dual Inference for Improving Language Understanding and Generation
    Open Access
    Authors:
    Shang-Yu Su; Yung-Sung Chuang; Yun-Nung Chen;
    Persistent Identifiers

    doi: 10.18653/v1/2020.findings-emnlp.443

    Publisher: Association for Computational Linguistics

    Natural language understanding (NLU) and Natural language generation (NLG) tasks hold a strong dual relationship, where NLU aims at predicting semantic labels based on natural language utterances and NLG does the opposite. The prior work mainly focused on exploiting the...

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  • publication . Conference object . Preprint . 2020
    Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences
    Open Access
    Authors:
    Xiangyu Duan; Baijun Ji; Hao Jia; Min Tan; Min Zhang; Boxing Chen; Weihua Luo; Yue Zhang;
    Persistent Identifiers

    doi: 10.18653/v1/2020.acl-main.143

    Publisher: Association for Computational Linguistics

    Comment: Accepted by ACL2020

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  • publication . Article . Other literature type . 2020
    Historical droughts in the Qing dynasty (1644–1911) of China
    Open Access
    Authors:
    Kuan-Hui Elaine Lin; Pao K. Wang; Pi-Ling Pai; Yu-Shiuan Lin; Chih-Wei Wang;
    Persistent Identifiers

    doi: 10.5194/cp-16-911-2020

    Publisher: Copernicus GmbH

    <jats:p>Abstract. This study presents a new epistemological analysis of drought chronology through a well-defined methodology for reconstructing past drought series, as well as series of other associated ecological and societal impact variables. Instead of building a gr...

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  • publication . Preprint . Conference object . 2020
    An Audio-enriched BERT-based Framework for Spoken Multiple-choice Question Answering
    Open Access English
    Authors:
    Chia-Chih Kuo; Shang-Bao Luo; Kuan-Yu Chen;
    Persistent Identifiers

    doi: 10.21437/interspeech.2020-1763

    In a spoken multiple-choice question answering (SMCQA) task, given a passage, a question, and multiple choices all in the form of speech, the machine needs to pick the correct choice to answer the question. While the audio could contain useful cues for SMCQA, usually on...

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  • publication . Article . Preprint . 2020
    The Framework for the Prediction of the Critical Turning Period for Outbreak of COVID-19 Spread in China based on the iSEIR Model
    Open Access
    Authors:
    George Xianzhi Yuan; Lan Di; Yudi Gu; Guoqi Qian; Xiaosong Qian;
    Persistent Identifiers

    doi: 10.2139/ssrn.3568776

    Publisher: Elsevier BV

    Comment: 24 paages, 9 figures, 10 tables

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  • publication . Article . Preprint . 2020
    An Empirical Study of Content Understanding in Conversational Question Answering
    Open Access
    Authors:
    Ting-Rui Chiang; Hao-Tong Ye; Yun-Nung Chen;
    Persistent Identifiers

    doi: 10.1609/aaai.v34i05.6257

    Publisher: Association for the Advancement of Artificial Intelligence (AAAI)

    Comment: Published at AAAI 2020

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122 research outcomes, page 1 of 13