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A Unified Neural Coherence Model

This repository contains the code of our paper A Unified Neural Coherence Model (NAACL-HLT 2019).

Full Model

Requirements

  • Python 3.6 with NumPy/SciPy
  • PyTorch 1.1 or higher
  • Allennlp
  • torchtext

Citation

Please cite our paper if you found the resources in this repository useful.

@inproceedings{moon-etal-2019-unified,
    title = "A Unified Neural Coherence Model",
    author = "Moon, Han Cheol  and
      Mohiuddin, Tasnim  and
      Joty, Shafiq  and
      Xu, Chi",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D19-1231",
    doi = "10.18653/v1/D19-1231",
    pages = "2262--2272"
}