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BibTeX

@InProceedings{blohm-etal-2018-comparing,
    title = "Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension",
  author = "Blohm, Matthias  and
      Jagfeld, Glorianna  and
      Sood, Ekta  and
      Yu, Xiang  and
      Vu, Ngoc Thang",
    booktitle = "Proceedings of the 22nd Conference on Computational Natural Language Learning",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/K18-1011",
    doi = "10.18653/v1/K18-1011",
    pages = "108-118",
    abstract = "We propose a machine reading comprehension model based on the compare-aggregate framework with two-staged attention that achieves state-of-the-art results on the MovieQA question answering dataset. To investigate the limitations of our model as well as the behavioral difference between convolutional and recurrent neural networks, we generate adversarial examples to confuse the model and compare to human performance. Furthermore, we assess the generalizability of our model by analyzing its differences to human inference, drawing upon insights from cognitive science.",
}

@InProceedings{Iordachioaia2016,
  author = {Gianina Iordachioaia and Lonneke van der Plas and Glorianna Jagfeld},
  title = 	 {{The Grammar of English Deverbal Compounds and their Meaning}},
  Booktitle = { Proceedings of the Grammar and Lexicon: interactions and interfaces (GramLex) Workshop 

@InProceedings{Jagfeld2015,
  author = {Glorianna Jagfeld and Lonneke van der Plas},
  title = 	 {{Towards a Better Semantic Role Labeling of Complex Predicates}},
  Booktitle = { Proceedings of the Student Research Workshop 

@InProceedings{Jagfeld2017a,
  author = {Glorianna Jagfeld and Ngoc Thang Vu},
  title = 	 {{Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking}},
  Booktitle = { Proceedings of the Speech-Centric Natural Language Processing Workshop 

@InProceedings{Jagfeld2017,
  author = {Glorianna Jagfeld and Patrick Ziering and Lonneke van der Plas},
  title = 	 {{Evaluating Compound Splitting Extrinsically with Textual Entailment}},
  Booktitle = { Proceedings of ACL, Volume 2: Short Papers },
  Year = 	 { 2017 },
  Month = 	 { April },
  Address = 	 { Vancouver, Canada },
  Publisher = { Association for Compational Linguistics }
}