Graph long short term memory for syntactic relationship discovery

Graph long short term memory for syntactic relationship discovery

Christopher Brian Quirk, Kristina Nikolova Toutanova, Wen-tau Yih, Hoifung Poon, and Nanyun Peng,

Abstract

Bib Entry

@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}
}

Related Publications

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}
   }
   

   Details

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}
   }
   

   Details