Event Extraction with Generative Adversarial Imitation Learning

    Tongtao Zhang
    Tongtao Zhang

    arXiv: Computation and Language, Volume abs/1804.07881, 2018.

    Cited by: 2|Bibtex|Views7|Links
    EI

    Abstract:

    We propose a new method for event extraction (EE) task based on an imitation learning framework, specifically, inverse reinforcement learning (IRL) via generative adversarial network (GAN). The GAN estimates proper rewards according to the difference between the actions committed by the expert (or ground truth) and the agent among complic...More

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