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Digital Humanities and Cultural Heritage Publications PA

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Digital Humanities and Cultural Heritage Publications PA

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26 research outcomes, page 1 of 3
  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Bhargav Srinivasa Desikan; Tasker Hull; Ethan O. Nadler; Douglas Guilbeault; Aabir Abubaker Kar; Mark Chu; Donald Ruggiero Lo Sardo;
    Persistent Identifiers

    Popular approaches to natural language processing create word embeddings based on textual co-occurrence patterns, but often ignore embodied, sensory aspects of language. Here, we introduce the Python package comp-syn, which provides grounded word embeddings based on the...

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  • publication . Preprint . Article . 2020
    Open Access English
    Authors:
    Lee, Hyun Dong; Lee, Seongmin; Kang, U.;
    Persistent Identifiers

    How can we effectively regularize BERT? Although BERT proves its effectiveness in various NLP tasks, it often overfits when there are only a small number of training instances. A promising direction to regularize BERT is based on pruning its attention heads with a proxy...

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  • publication . Other literature type . Article . 2020
    Open Access English
    Authors:
    F. J. Rufián Fernández; M. Fernández Díaz; I. Sabrine; J. J. Ibáñez; B. Claramunt-López; A L Escobar; J. A. González Zarandona;

    <jats:p>Abstract. This paper aims to highlight the importance of fast and safe documentation of the damage to cultural heritage after a natural or anthropic catastrophe, with greater relevance of civil society. In these situations, in which humanitarian aid to the popul...

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  • publication . Conference object . Preprint . 2020
    Open Access
    Authors:
    Zhi Li; Bo Wu; Qi Liu; Likang Wu; Hongke Zhao; Tao Mei;
    Persistent Identifiers
    Publisher: International Joint Conferences on Artificial Intelligence Organization

    Complementary recommendations, which aim at providing users product suggestions that are supplementary and compatible with their obtained items, have become a hot topic in both academia and industry in recent years. %However, it is challenging due to its complexity and ...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Faisal Ladhak; Bryan Li; Yaser Al-Onaizan; Kathleen R. McKeown;
    Persistent Identifiers

    Comment: ACL 2020

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Xingyu Fu; Weijia Shi; Xiaodong Yu; Zian Zhao; Dan Roth;
    Persistent Identifiers

    Comment: EMNLP 2020

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  • publication . Conference object . Preprint . 2019
    Open Access
    Authors:
    Yao Fu; Hao Zhou; Jiaze Chen; Lei Li;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics

    Text attribute transfer is modifying certain linguistic attributes (e.g. sentiment, style, authorship, etc.) of a sentence and transforming them from one type to another. In this paper, we aim to analyze and interpret what is changed during the transfer process. We star...

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  • publication . Preprint . Conference object . 2019
    Open Access English
    Authors:
    Sara Rosenthal; Alan Ritter; Preslav Nakov; Veselin Stoyanov;
    Persistent Identifiers

    Comment: Sentiment analysis, microblog sentiment analysis, Twitter opinion mining, sarcasm, LiveJournal, SMS

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  • publication . Part of book or chapter of book . Preprint . 2019
    Open Access
    Authors:
    Dídac Surís; Dave Epstein; Heng Ji; Shih-Fu Chang; Carl Vondrick;
    Persistent Identifiers
    Publisher: Springer International Publishing

    Comment: 26 pages, 12 figures

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  • publication . Conference object . Preprint . 2019
    Open Access
    Authors:
    Tongfei Chen; Zhengping Jiang; Adam Poliak; Keisuke Sakaguchi; Benjamin Van Durme;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics

    We introduce Uncertain Natural Language Inference (UNLI), a refinement of Natural Language Inference (NLI) that shifts away from categorical labels, targeting instead the direct prediction of subjective probability assessments. We demonstrate the feasibility of collecti...

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26 research outcomes, page 1 of 3