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312 research outcomes, page 1 of 32
  • publication . Article . Conference object . 2021
    Open Access
    Authors:
    Marco J. Nathan;
    Publisher: JSTOR

    During his celebrated 1922 debate with Bergson, Einstein famously proclaimed: “the time of the philosopher does not exist, there remains only a psychological time that differs from the physicist’s.” Einstein’s dictum, I maintain, has been metabolized by the natural scie...

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  • publication . Other literature type . Conference object . 2021
    Open Access English
    Authors:
    Xi Yang; Hanyuan Yang; Tianchen Lyu; Shuang Yang; Yi Guo; Jiang Bian; Hua Xu; Yonghui Wu;
    Publisher: Cold Spring Harbor Laboratory

    <jats:title>Abstract</jats:title><jats:p>This study presents a natural language processing (NLP) tool to extract quantitative smoking information (e.g., Pack-Year, Quit Year, Smoking Year, and Pack per Day) from clinical notes and standardized them into Pack-Year unit. ...

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  • publication . Article . Conference object . 2021
    Open Access English
    Authors:
    Matthew Matero; H. Andrew Schwartz;

    Human natural language is mentioned at a specific point in time while human emotions change over time. While much work has established a strong link between language use and emotional states, few have attempted to model emotional language in time. Here, we introduce the...

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  • publication . Article . Conference object . 2021
    Open Access English
    Authors:
    Travis R Goodwin; Max E Savery; Dina Demner-Fushman;

    Recent work has shown that pre-trained Transformers obtain remarkable performance on many natural language processing tasks, including automatic summarization. However, most work has focused on (relatively) data-rich single-document summarization settings. In this paper...

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  • publication . Other literature type . Conference object . 2020
    Open Access English
    Authors:
    Travis R Goodwin; Dina Demner-Fushman;
    Persistent Identifiers

    Deep neural networks have demonstrated high performance on many natural language processing (NLP) tasks that can be answered directly from text, and have struggled to solve NLP tasks requiring external (e.g., world) knowledge. In this paper, we present OSCR (Ontology-ba...

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  • publication . Conference object . Preprint . Other literature type . 2020
    Open Access
    Authors:
    Yao-Hung Hubert Tsai; Martin Q. Ma; Muqiao Yang; Ruslan Salakhutdinov; Louis-Philippe Morency;
    Publisher: Association for Computational Linguistics
    Project: NSF | AF: RI: Medium: Collabora... (1763562), NSF | SCH: INT: Collaborative R... (1722822), NSF | CAREER: Learning Nonverba... (1750439)

    The human language can be expressed through multiple sources of information known as modalities, including tones of voice, facial gestures, and spoken language. Recent multimodal learning with strong performances on human-centric tasks such as sentiment analysis and emo...

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  • publication . Conference object . Other literature type . 2020
    Open Access
    Authors:
    Travis R Goodwin; Max E Savery; Dina Demner-Fushman;
    Publisher: Association for Computational Linguistics

    Automatic summarization research has traditionally focused on providing high quality general-purpose summaries of documents. However, there are many applications that require more specific summaries, such as supporting question answering or topic-based literature discov...

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  • publication . Article . Conference object . 2020
    Open Access
    Authors:
    Davide Golinelli; Andrea Giovanni Nuzzolese; Erik Boetto; Flavia Rallo; Manfredi Greco; M. Degli Esposti; M P Fantini;
    Persistent Identifiers
    Publisher: Oxford University Press (OUP)

    <jats:title>Abstract</jats:title> <jats:sec> <jats:title>Background</jats:title> <jats:p>The recent COVID-19 epidemic is showing how the response of the scientific literature is fundamental in the first days following the onset of a new epidemic. Quantifying which studi...

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  • publication . Article . Other literature type . Conference object . 2020
    Open Access English
    Authors:
    Brunner, Mirco; von Felten, Jonas; Hinz, Martin; Hafner, Albert;
    Publisher: Public Library of Science (PLoS)

    <jats:p>In archaeological research, changes in material culture and the evolution of styles are taken as major indicators for socio-cultural transformation. They form the basis for typo-chronological classification and the establishment of phases and periods. Central Eu...

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  • publication . Conference object . Other literature type . 2020
    Open Access
    Authors:
    Yonghao Jin; Fei Li; Hong Yu;
    Publisher: Association for Computational Linguistics

    CodaLab() is an open-source web-based platform for collaborative computational research. Although CodaLab has gained popularity in the research community, its interface has limited support for creating reusable tools that can be easily applied to new datasets and compos...

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312 research outcomes, page 1 of 32