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Cross-sentence N-ary Relation Extraction with Graph LSTMs

Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, and Wen-tau Yih, Transactions of the Association of Computational Linguistics, 2017.

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Abstract

Bib Entry

@article{peng2017cross,
  title = {Cross-sentence N-ary Relation Extraction with Graph LSTMs},
  author = {Peng, Nanyun and Poon, Hoifung and Quirk, Chris and Toutanova, Kristina and Yih, Wen-tau},
  journal = {Transactions of the Association of Computational Linguistics},
  year = {2017}
}

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  1. Discourse-level Relation Extraction via Graph Pooling

    I.-Hung Hsu, Xiao Guo, Premkumar Natarajan, and Nanyun Peng, in The Thirty-Sixth AAAI Conference On Artificial Intelligence Workshop on Deep Learning on Graphs: Method and Applications (DLG-AAAI), 2022.
    BibTeX Details 🏆 Best Paper Award 
    @inproceedings{hsu2021discourse,
  title = {Discourse-level Relation Extraction via Graph Pooling},
  author = {Hsu, I-Hung and Guo, Xiao and Natarajan, Premkumar and Peng, Nanyun},
  booktitle = {The Thirty-Sixth AAAI Conference On Artificial Intelligence Workshop on Deep Learning on Graphs: Method and Applications (DLG-AAAI)},
  year = {2022}
}
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  2. Cross-sentence N-ary Relation Extraction with Graph LSTMs

    Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, and Wen-tau Yih, Transactions of the Association of Computational Linguistics, 2017.
    Full Text BibTeX Details 
    @article{peng2017cross,
  title = {Cross-sentence N-ary Relation Extraction with Graph LSTMs},
  author = {Peng, Nanyun and Poon, Hoifung and Quirk, Chris and Toutanova, Kristina and Yih, Wen-tau},
  journal = {Transactions of the Association of Computational Linguistics},
  year = {2017}
}
    Details

  3. Graph long short term memory for syntactic relationship discovery

    Christopher Brian Quirk, Kristina Nikolova Toutanova, Wen-tau Yih, Hoifung Poon, and Nanyun Peng,
    BibTeX Details 
    @misc{quirk2016graph,
  title = {Graph long short term memory for syntactic relationship discovery},
  author = {Quirk, Christopher Brian and Toutanova, Kristina Nikolova and Yih, Wen-tau and Poon, Hoifung and Peng, Nanyun},
  year = {2016}
}
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