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53 research outcomes, page 1 of 6
  • publication . Conference object . Preprint . 2020
    Open Access
    Authors:
    Vaibhav Kumar; Vikas Raunak; Jamie Callan;
    Persistent Identifiers
    Publisher: ACM

    Given a natural language query, teaching machines to ask clarifying questions is of immense utility in practical natural language processing systems. Such interactions could help in filling information gaps for better machine comprehension of the query. For the task of ...

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  • publication . Conference object . Preprint . 2020
    Open Access
    Authors:
    Anjalie Field; Sascha Rothe; Simon Baumgartner; Cong Yu; Abe Ittycheriah;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics

    Comment: Accepted to WNGT Workshop at ACL 2020

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  • publication . Conference object . Preprint . 2020
    Open Access
    Authors:
    Aakanksha Naik; Carolyn Penstein Rosé;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics

    We tackle the task of building supervised event trigger identification models which can generalize better across domains. Our work leverages the adversarial domain adaptation (ADA) framework to introduce domain-invariance. ADA uses adversarial training to construct repr...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Pengcheng Yin; Graham Neubig; Wen-tau Yih; Sebastian Riedel;
    Persistent Identifiers

    Comment: To Appear at ACL 2020

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  • publication . Conference object . Preprint . 2020
    Open Access
    Authors:
    Yixiong Zou; Shanghang Zhang; Ke Chen; Jose M. F. Moura; Yaowei Wang; Yonghong Tian;
    Persistent Identifiers
    Publisher: ACM

    Few-shot learning (FSL) aims at recognizing novel classes given only few training samples, which still remains a great challenge for deep learning. However, humans can easily recognize novel classes with only few samples. A key component of such ability is the compositi...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Kaiji Lu; Piotr Mardziel; Klas Leino; Matt Fredrikson; Anupam Datta;
    Persistent Identifiers
    Project: NSF | SaTC: CORE: Large: Collab... (1704845)

    Comment: ACL 2020

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  • publication . Conference object . Preprint . 2020
    Open Access
    Authors:
    Jingzhou Liu; Wenhu Chen; Yu Cheng; Zhe Gan; Licheng Yu; Yiming Yang; Jingjing Liu;
    Persistent Identifiers
    Publisher: IEEE
    Project: NSF | BIGDATA: F: Large-Scale T... (1546329)

    We introduce a new task, Video-and-Language Inference, for joint multimodal understanding of video and text. Given a video clip with aligned subtitles as premise, paired with a natural language hypothesis based on the video content, a model needs to infer whether the hy...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Yang Gao; Weiyi Zheng; Zhaojun Yang; Thilo Kohler; Christian Fuegen; Qing He;
    Persistent Identifiers

    Comment: Accepted by Interspeech 2020

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  • publication . Preprint . Other literature type . 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 . Article . Preprint . 2019
    Open Access
    Authors:
    Ansong Ni; Pengcheng Yin; Graham Neubig;
    Persistent Identifiers
    Publisher: Association for the Advancement of Artificial Intelligence (AAAI)

    A semantic parser maps natural language commands (NLs) from the users to executable meaning representations (MRs), which are later executed in certain environment to obtain user-desired results. The fully-supervised training of such parser requires NL/MR pairs, annotate...

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53 research outcomes, page 1 of 6