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327 research outcomes, page 1 of 33
  • publication . Preprint . Article . 2021
    Open Access English
    Authors:
    Corey Maley;
    Persistent Identifiers
    Project: NSF | Modeling Neural Processes... (1754974)

    Relative to digital computation, analog computation has been neglected in the philosophical literature. To the extent that attention has been paid to analog computation, it has been misunderstood. The received view -- that analog computation has to do essentially with c...

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  • publication . Conference object . Preprint . 2021
    Open Access
    Authors:
    Junheng Hao; Muhao Chen; Wenchao Yu; Yizhou Sun; Wei Wang;
    Persistent Identifiers
    Publisher: ACM
    Project: NIH | Mining the Social Web to ... (5U01HG008488-02), NSF | III: Medium: Collaborativ... (1705169), NSF | CAREER: Mining and Explor... (1741634), NIH | Fast and Robust Methods f... (5R01GM115833-02), NSF | NRT-HDR: Modeling and Und... (1829071)

    Many large-scale knowledge bases simultaneously represent two views of knowledge graphs (KGs): an ontology view for abstract and commonsense concepts, and an instance view for specific entities that are instantiated from ontological concepts. Existing KG embedding model...

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  • publication . Preprint . Conference object . 2021
    Open Access English
    Authors:
    Luca Lugini; Diane J. Litman;
    Persistent Identifiers
    Project: NSF | EAGER: Discussion Tracker... (1842334)

    Argument mining systems often consider contextual information, i.e. information outside of an argumentative discourse unit, when trained to accomplish tasks such as argument component identification, classification, and relation extraction. However, prior work has not c...

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  • publication . Conference object . Preprint . 2021
    Open Access
    Authors:
    Qingyun Sun; Hao Peng; Jianxin Li; Senzhang Wang; Dong Xiangyu; Liangxuan Zhao; Philip S. Yu; Lifang He;
    Persistent Identifiers
    Publisher: IEEE
    Project: NSF | III: Small: Fusion of Het... (1526499), NSF | III: Medium: Collaborativ... (1763325)

    Comment: accepted by ICDM 2020 as regular paper

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  • publication . Preprint . Article . 2021
    Open Access English
    Authors:
    Rouzbeh Allahverdi; Mustafa A. Amin; Asher Berlin; Nicolás Bernal; Christian T. Byrnes; M. Sten Delos; Adrienne L. Erickcek; Miguel Escudero; Daniel G. Figueroa; Katherine Freese; ...
    Persistent Identifiers
    Project: UKRI | Fundamental Physics from ... (ST/P000258/1), EC | InvisiblesPlus (690575), EC | ELUSIVES (674896), EC | DARKHORIZONS (648680), NSF | Kavli Institute for Theor... (1748958), NSF | Collaborative Research: N... (1813834), NSF | Mathematical Sciences Res... (1440140), NSF | Beyond the Thermal WIMP P... (1720174), NSF | CAREER: Illuminating the ... (1752752)

    It is commonly assumed that the energy density of the Universe was dominated by radiation between reheating after inflation and the onset of matter domination 54,000 years later. While the abundance of light elements indicates that the Universe was radiation dominated d...

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  • publication . Article . Preprint . 2021
    Open Access
    Authors:
    Stephan C. Meylan; Sathvik Nair; Thomas L. Griffiths;
    Persistent Identifiers
    Publisher: Elsevier BV
    Project: NSF | Graduate Research Fellows... (1106400)

    Abstract Spoken communication occurs in a “noisy channel” characterized by high levels of environmental noise, variability within and between speakers, and lexical and syntactic ambiguity. Given these properties of the received linguistic input, robust spoken word recog...

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  • publication . Article . Preprint . 2021
    Open Access
    Authors:
    Tian Shi; Yaser Keneshloo; Naren Ramakrishnan; Chandan K. Reddy;
    Persistent Identifiers
    Publisher: Association for Computing Machinery (ACM)
    Project: NSF | III: Small: New Machine L... (1707498), NSF | SCH: INT: Collaborative R... (1838730)

    In the past few years, neural abstractive text summarization with sequence-to-sequence (seq2seq) models have gained a lot of popularity. Many interesting techniques have been proposed to improve seq2seq models, making them capable of handling different challenges, such ...

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  • publication . Preprint . Conference object . 2021
    Open Access English
    Authors:
    Charles Welch; Jonathan K. Kummerfeld; Verónica Pérez-Rosas; Rada Mihalcea;
    Persistent Identifiers
    Project: NSF | RI: Small: Demographic-Aw... (1815291)

    In this paper, we introduce personalized word embeddings, and examine their value for language modeling. We compare the performance of our proposed prediction model when using personalized versus generic word representations, and study how these representations can be l...

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  • publication . Conference object . Preprint . 2021
    Open Access
    Authors:
    Hu Xu; Lei Shu; Philip S. Yu; Bing Liu;
    Persistent Identifiers
    Publisher: International Committee on Computational Linguistics
    Project: NSF | SCH: INT: The Virtual Ass... (1838770), NSF | III: Medium: Collaborativ... (1763325)

    This paper analyzes the pre-trained hidden representations learned from reviews on BERT for tasks in aspect-based sentiment analysis (ABSA). Our work is motivated by the recent progress in BERT-based language models for ABSA. However, it is not clear how the general pro...

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  • publication . Article . Preprint . 2020
    Open Access
    Authors:
    Jeremy Steeger; Nicholas J. Teh;
    Persistent Identifiers
    Publisher: University of Chicago Press
    Project: NSF | Standard Grant: Geometric... (1734155)

    Comment: 26 pages, 5 figures

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327 research outcomes, page 1 of 33