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  1. No Access

    Chapter and Conference Paper

    Relation Extraction Method Based on Two-Way Attentions of Syntactic Knowledge

    Relation extraction is in order to obtain the relationship between two entities in one sentence. It is the upstream task for natural language processing tasks. The deep learning method eliminates the need of m...

    Xuekai Zhang, Chengeng Lu, Wenke Ding… in Advances in Intelligent Automation and Sof… (2022)

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    Chapter and Conference Paper

    Joint Extraction of Entity and Semantic Relation Using Encoder - Decoder Model Based on Attention Mechanism

    Attention-based encoder-decoder neural network models have recently shown promising results in machine translation and speech recognition. In this work, we propose an attention based neural network model for j...

    Yubo Mai, Yatian Shen, Guilin Qi, **ajiong Shen in Artificial Intelligence and Security (2020)

  3. No Access

    Chapter and Conference Paper

    Bidirectional Long Short-Term Memory with Gated Relevance Network for Paraphrase Identification

    Semantic interaction between text segments, which has been proven to be very useful for detecting the paraphrase relations, is often ignored in the study of paraphrase identification. In this paper, we adopt a...

    Yatian Shen, Jifan Chen, Xuan**g Huang in Natural Language Understanding and Intelli… (2016)