Zhiqiang Wang

2020

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基于Self-Attention的句法感知汉语框架语义角色标注(Syntax-Aware Chinese Frame Semantic Role Labeling Based on Self-Attention)
Xiaohui Wang (王晓晖) | Ru Li (李茹) | Zhiqiang Wang (王智强) | Qinghua Chai (柴清华) | Xiaoqi Han (韩孝奇)
Proceedings of the 19th Chinese National Conference on Computational Linguistics

框架语义角色标注(Frame Semantic Role Labeling, FSRL)是基于FrameNet标注体系的语义分析任务。语义角色标注通常对句法有很强的依赖性,目前的语义角色标注模型大多基于双向长短时记忆网络Bi-LSTM,虽然可以获取句子中的长距离依赖信息,但无法很好获取句子中的句法信息。因此,引入self-attention机制来捕获句子中每个词的句法信息。实验结果表明,该模型在CFN(Chinese FrameNet,汉语框架网)数据集上的F1达到83.77%,提升了近11%。

2015

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Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations
Ru Li | Juan Wu | Zhiqiang Wang | Qinghua Chai
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

2013

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SXUCFN-Core: STS Models Integrating FrameNet Parsing Information
Sai Wang | Ru Li | Ruibo Wang | Zhiqiang Wang | Xia Zhang
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity

2009

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Name Transliteration with Bidirectional Perceptron Edit Models
Dayne Freitag | Zhiqiang Wang
Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration (NEWS 2009)

2005

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New Experiments in Distributional Representations of Synonymy
Dayne Freitag | Matthias Blume | John Byrnes | Edmond Chow | Sadik Kapadia | Richard Rohwer | Zhiqiang Wang
Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005)

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