@proceedings{emnlp-2018-54,
    title = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5400/"
}
@inproceedings{kerinec-etal-2018-deep,
    title = "When does deep multi-task learning work for loosely related document classification tasks?",
    author = "Kerinec, Emma  and
      Braud, Chlo{\'e}  and
      S{\o}gaard, Anders",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5401/",
    doi = "10.18653/v1/W18-5401",
    pages = "1--8"
}
@inproceedings{elloumi-etal-2018-analyzing,
    title = "Analyzing Learned Representations of a Deep {ASR} Performance Prediction Model",
    author = "Elloumi, Zied  and
      Besacier, Laurent  and
      Galibert, Olivier  and
      Lecouteux, Benjamin",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5402/",
    doi = "10.18653/v1/W18-5402",
    pages = "9--15"
}
@inproceedings{croce-etal-2018-explaining,
    title = "Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures",
    author = "Croce, Danilo  and
      Rossini, Daniele  and
      Basili, Roberto",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5403/",
    doi = "10.18653/v1/W18-5403",
    pages = "16--24"
}
@inproceedings{sogaard-etal-2018-nightmare,
    title = "Nightmare at test time: How punctuation prevents parsers from generalizing",
    author = "S{\o}gaard, Anders  and
      de Lhoneux, Miryam  and
      Augenstein, Isabelle",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5404/",
    doi = "10.18653/v1/W18-5404",
    pages = "25--29"
}
@inproceedings{spinks-moens-2018-evaluating,
    title = "Evaluating Textual Representations through Image Generation",
    author = "Spinks, Graham  and
      Moens, Marie-Francine",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5405/",
    doi = "10.18653/v1/W18-5405",
    pages = "30--39"
}
@inproceedings{camacho-collados-pilehvar-2018-role,
    title = "On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis",
    author = "Camacho-Collados, Jose  and
      Pilehvar, Mohammad Taher",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5406/",
    doi = "10.18653/v1/W18-5406",
    pages = "40--46"
}
@inproceedings{bastings-etal-2018-jump,
    title = "Jump to better conclusions: {SCAN} both left and right",
    author = "Bastings, Jasmijn  and
      Baroni, Marco  and
      Weston, Jason  and
      Cho, Kyunghyun  and
      Kiela, Douwe",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5407/",
    doi = "10.18653/v1/W18-5407",
    pages = "47--55"
}
@inproceedings{jacovi-etal-2018-understanding,
    title = "Understanding Convolutional Neural Networks for Text Classification",
    author = "Jacovi, Alon  and
      Sar Shalom, Oren  and
      Goldberg, Yoav",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5408/",
    doi = "10.18653/v1/W18-5408",
    pages = "56--65"
}
@inproceedings{ronning-etal-2018-linguistic,
    title = "Linguistic representations in multi-task neural networks for ellipsis resolution",
    author = "R{\o}nning, Ola  and
      Hardt, Daniel  and
      S{\o}gaard, Anders",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5409/",
    doi = "10.18653/v1/W18-5409",
    pages = "66--73"
}
@inproceedings{kiyono-etal-2018-unsupervised,
    title = "Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models",
    author = "Kiyono, Shun  and
      Takase, Sho  and
      Suzuki, Jun  and
      Okazaki, Naoaki  and
      Inui, Kentaro  and
      Nagata, Masaaki",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5410/",
    doi = "10.18653/v1/W18-5410",
    pages = "74--81"
}
@inproceedings{sushil-etal-2018-rule,
    title = "Rule induction for global explanation of trained models",
    author = "Sushil, Madhumita  and
      {\v{S}}uster, Simon  and
      Daelemans, Walter",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5411/",
    doi = "10.18653/v1/W18-5411",
    pages = "82--97"
}
@inproceedings{ravfogel-etal-2018-lstm,
    title = "Can {LSTM} Learn to Capture Agreement? The Case of {B}asque",
    author = "Ravfogel, Shauli  and
      Goldberg, Yoav  and
      Tyers, Francis",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5412/",
    doi = "10.18653/v1/W18-5412",
    pages = "98--107"
}
@inproceedings{loula-etal-2018-rearranging,
    title = "Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks",
    author = "Loula, Jo{\~a}o  and
      Baroni, Marco  and
      Lake, Brenden",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5413/",
    doi = "10.18653/v1/W18-5413",
    pages = "108--114"
}
@inproceedings{sennhauser-berwick-2018-evaluating,
    title = "Evaluating the Ability of {LSTM}s to Learn Context-Free Grammars",
    author = "Sennhauser, Luzi  and
      Berwick, Robert",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5414/",
    doi = "10.18653/v1/W18-5414",
    pages = "115--124"
}
@inproceedings{pryzant-etal-2018-interpretable,
    title = "Interpretable Neural Architectures for Attributing an Ad{'}s Performance to its Writing Style",
    author = "Pryzant, Reid  and
      Basu, Sugato  and
      Sone, Kazoo",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5415/",
    doi = "10.18653/v1/W18-5415",
    pages = "125--135"
}
@inproceedings{wallace-etal-2018-interpreting,
    title = "Interpreting Neural Networks with Nearest Neighbors",
    author = "Wallace, Eric  and
      Feng, Shi  and
      Boyd-Graber, Jordan",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5416/",
    doi = "10.18653/v1/W18-5416",
    pages = "136--144"
}
@inproceedings{kementchedjhieva-lopez-2018-indicatements,
    title = "`Indicatements' that character language models learn {E}nglish morpho-syntactic units and regularities",
    author = "Kementchedjhieva, Yova  and
      Lopez, Adam",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5417/",
    doi = "10.18653/v1/W18-5417",
    pages = "145--153"
}
@inproceedings{gupta-schutze-2018-lisa,
    title = "{LISA}: Explaining Recurrent Neural Network Judgments via Layer-w{I}se Semantic Accumulation and Example to Pattern Transformation",
    author = {Gupta, Pankaj  and
      Sch{\"u}tze, Hinrich},
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5418/",
    doi = "10.18653/v1/W18-5418",
    pages = "154--164"
}
@inproceedings{hupkes-etal-2018-analysing,
    title = "Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue",
    author = "Hupkes, Dieuwke  and
      Bouwmeester, Sanne  and
      Fern{\'a}ndez, Raquel",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5419/",
    doi = "10.18653/v1/W18-5419",
    pages = "165--174"
}
@inproceedings{stahlberg-etal-2018-operation,
    title = "An Operation Sequence Model for Explainable Neural Machine Translation",
    author = "Stahlberg, Felix  and
      Saunders, Danielle  and
      Byrne, Bill",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5420/",
    doi = "10.18653/v1/W18-5420",
    pages = "175--186"
}
@inproceedings{krug-stober-2018-introspection,
    title = "Introspection for convolutional automatic speech recognition",
    author = "Krug, Andreas  and
      Stober, Sebastian",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5421/",
    doi = "10.18653/v1/W18-5421",
    pages = "187--199"
}
@inproceedings{trifonov-etal-2018-learning,
    title = "Learning and Evaluating Sparse Interpretable Sentence Embeddings",
    author = "Trifonov, Valentin  and
      Ganea, Octavian-Eugen  and
      Potapenko, Anna  and
      Hofmann, Thomas",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5422/",
    doi = "10.18653/v1/W18-5422",
    pages = "200--210"
}
@inproceedings{wilcox-etal-2018-rnn,
    title = "What do {RNN} Language Models Learn about Filler{--}Gap Dependencies?",
    author = "Wilcox, Ethan  and
      Levy, Roger  and
      Morita, Takashi  and
      Futrell, Richard",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5423/",
    doi = "10.18653/v1/W18-5423",
    pages = "211--221"
}
@inproceedings{jumelet-hupkes-2018-language,
    title = "Do Language Models Understand Anything? On the Ability of {LSTM}s to Understand Negative Polarity Items",
    author = "Jumelet, Jaap  and
      Hupkes, Dieuwke",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5424/",
    doi = "10.18653/v1/W18-5424",
    pages = "222--231"
}
@inproceedings{skachkova-etal-2018-closing,
    title = "Closing Brackets with Recurrent Neural Networks",
    author = "Skachkova, Natalia  and
      Trost, Thomas  and
      Klakow, Dietrich",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5425/",
    doi = "10.18653/v1/W18-5425",
    pages = "232--239"
}
@inproceedings{giulianelli-etal-2018-hood,
    title = "Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information",
    author = "Giulianelli, Mario  and
      Harding, Jack  and
      Mohnert, Florian  and
      Hupkes, Dieuwke  and
      Zuidema, Willem",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5426/",
    doi = "10.18653/v1/W18-5426",
    pages = "240--248"
}
@inproceedings{tutek-snajder-2018-iterative,
    title = "Iterative Recursive Attention Model for Interpretable Sequence Classification",
    author = "Tutek, Martin  and
      {\v{S}}najder, Jan",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5427/",
    doi = "10.18653/v1/W18-5427",
    pages = "249--257"
}
@inproceedings{hiebert-etal-2018-interpreting,
    title = "Interpreting Word-Level Hidden State Behaviour of Character-Level {LSTM} Language Models",
    author = "Hiebert, Avery  and
      Peterson, Cole  and
      Fyshe, Alona  and
      Mehta, Nishant",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5428/",
    doi = "10.18653/v1/W18-5428",
    pages = "258--266"
}
@inproceedings{letarte-etal-2018-importance,
    title = "Importance of Self-Attention for Sentiment Analysis",
    author = {Letarte, Ga{\"e}l  and
      Paradis, Fr{\'e}d{\'e}rik  and
      Gigu{\`e}re, Philippe  and
      Laviolette, Fran{\c{c}}ois},
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5429/",
    doi = "10.18653/v1/W18-5429",
    pages = "267--275"
}
@inproceedings{sommerauer-fokkens-2018-firearms,
    title = "Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell",
    author = "Sommerauer, Pia  and
      Fokkens, Antske",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5430/",
    doi = "10.18653/v1/W18-5430",
    pages = "276--286"
}
@inproceedings{raganato-tiedemann-2018-analysis,
    title = "An Analysis of Encoder Representations in Transformer-Based Machine Translation",
    author = {Raganato, Alessandro  and
      Tiedemann, J{\"o}rg},
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5431/",
    doi = "10.18653/v1/W18-5431",
    pages = "287--297"
}
@inproceedings{wei-etal-2018-evaluating,
    title = "Evaluating Grammaticality in Seq2seq Models with a Broad Coverage {HPSG} Grammar: A Case Study on Machine Translation",
    author = "Wei, Johnny  and
      Pham, Khiem  and
      O{'}Connor, Brendan  and
      Dillon, Brian",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5432/",
    doi = "10.18653/v1/W18-5432",
    pages = "298--305"
}
@inproceedings{hao-etal-2018-context,
    title = "Context-Free Transductions with Neural Stacks",
    author = "Hao, Yiding  and
      Merrill, William  and
      Angluin, Dana  and
      Frank, Robert  and
      Amsel, Noah  and
      Benz, Andrew  and
      Mendelsohn, Simon",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5433/",
    doi = "10.18653/v1/W18-5433",
    pages = "306--315"
}
@inproceedings{harbecke-etal-2018-learning,
    title = "Learning Explanations from Language Data",
    author = "Harbecke, David  and
      Schwarzenberg, Robert  and
      Alt, Christoph",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5434/",
    doi = "10.18653/v1/W18-5434",
    pages = "316--318"
}
@inproceedings{rychalska-etal-2018-much,
    title = "How much should you ask? On the question structure in {QA} systems.",
    author = "Rychalska, Barbara  and
      Basaj, Dominika  and
      Wr{\'o}blewska, Anna  and
      Biecek, Przemyslaw",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5435/",
    doi = "10.18653/v1/W18-5435",
    pages = "319--321"
}
@inproceedings{rychalska-etal-2018-care,
    title = "Does it care what you asked? Understanding Importance of Verbs in Deep Learning {QA} System",
    author = "Rychalska, Barbara  and
      Basaj, Dominika  and
      Wr{\'o}blewska, Anna  and
      Biecek, Przemyslaw",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5436/",
    doi = "10.18653/v1/W18-5436",
    pages = "322--324"
}
@inproceedings{poerner-etal-2018-interpretable,
    title = "Interpretable Textual Neuron Representations for {NLP}",
    author = {Poerner, Nina  and
      Roth, Benjamin  and
      Sch{\"u}tze, Hinrich},
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5437/",
    doi = "10.18653/v1/W18-5437",
    pages = "325--327"
}
@inproceedings{saphra-lopez-2018-language,
    title = "Language Models Learn {POS} First",
    author = "Saphra, Naomi  and
      Lopez, Adam",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5438/",
    doi = "10.18653/v1/W18-5438",
    pages = "328--330"
}
@inproceedings{garneau-etal-2018-predicting,
    title = "Predicting and interpreting embeddings for out of vocabulary words in downstream tasks",
    author = "Garneau, Nicolas  and
      Leboeuf, Jean-Samuel  and
      Lamontagne, Luc",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5439/",
    doi = "10.18653/v1/W18-5439",
    pages = "331--333"
}
@inproceedings{bacon-regier-2018-probing,
    title = "Probing sentence embeddings for structure-dependent tense",
    author = "Bacon, Geoff  and
      Regier, Terry",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5440/",
    doi = "10.18653/v1/W18-5440",
    pages = "334--336"
}
@inproceedings{poliak-etal-2018-collecting-diverse,
    title = "Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation",
    author = "Poliak, Adam  and
      Haldar, Aparajita  and
      Rudinger, Rachel  and
      Hu, J. Edward  and
      Pavlick, Ellie  and
      White, Aaron Steven  and
      Van Durme, Benjamin",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5441/",
    doi = "10.18653/v1/W18-5441",
    pages = "337--340"
}
@inproceedings{jang-etal-2018-interpretable,
    title = "Interpretable Word Embedding Contextualization",
    author = "Jang, Kyoung-Rok  and
      Myaeng, Sung-Hyon  and
      Kim, Sang-Bum",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5442/",
    doi = "10.18653/v1/W18-5442",
    pages = "341--343"
}
@inproceedings{verwimp-etal-2018-state,
    title = "State Gradients for {RNN} Memory Analysis",
    author = "Verwimp, Lyan  and
      Van hamme, Hugo  and
      Renkens, Vincent  and
      Wambacq, Patrick",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5443/",
    doi = "10.18653/v1/W18-5443",
    pages = "344--346"
}
@inproceedings{marecek-rosa-2018-extracting,
    title = "Extracting Syntactic Trees from Transformer Encoder Self-Attentions",
    author = "Mare{\v{c}}ek, David  and
      Rosa, Rudolf",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5444/",
    doi = "10.18653/v1/W18-5444",
    pages = "347--349"
}
@inproceedings{lippincott-2018-portable,
    title = "Portable, layer-wise task performance monitoring for {NLP} models",
    author = "Lippincott, Tom",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5445/",
    doi = "10.18653/v1/W18-5445",
    pages = "350--352"
}
@inproceedings{wang-etal-2018-glue,
    title = "{GLUE}: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding",
    author = "Wang, Alex  and
      Singh, Amanpreet  and
      Michael, Julian  and
      Hill, Felix  and
      Levy, Omer  and
      Bowman, Samuel",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5446/",
    doi = "10.18653/v1/W18-5446",
    pages = "353--355"
}
@inproceedings{vania-lopez-2018-explicitly,
    title = "Explicitly modeling case improves neural dependency parsing",
    author = "Vania, Clara  and
      Lopez, Adam",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5447/",
    doi = "10.18653/v1/W18-5447",
    pages = "356--358"
}
@inproceedings{zhang-bowman-2018-language,
    title = "Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis",
    author = "Zhang, Kelly  and
      Bowman, Samuel",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5448/",
    doi = "10.18653/v1/W18-5448",
    pages = "359--361"
}
@inproceedings{derby-etal-2018-representation,
    title = "Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model",
    author = "Derby, Steven  and
      Miller, Paul  and
      Murphy, Brian  and
      Devereux, Barry",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5449/",
    doi = "10.18653/v1/W18-5449",
    pages = "362--364"
}
@inproceedings{peters-etal-2018-interpretable,
    title = "Interpretable Structure Induction via Sparse Attention",
    author = "Peters, Ben  and
      Niculae, Vlad  and
      Martins, Andr{\'e} F. T.",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5450/",
    doi = "10.18653/v1/W18-5450",
    pages = "365--367"
}
@inproceedings{strobelt-etal-2018-debugging,
    title = "Debugging Sequence-to-Sequence Models with {S}eq2{S}eq-Vis",
    author = "Strobelt, Hendrik  and
      Gehrmann, Sebastian  and
      Behrisch, Michael  and
      Perer, Adam  and
      Pfister, Hanspeter  and
      Rush, Alexander",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5451/",
    doi = "10.18653/v1/W18-5451",
    pages = "368--370"
}
@inproceedings{htut-etal-2018-grammar-induction,
    title = "Grammar Induction with Neural Language Models: An Unusual Replication",
    author = "Htut, Phu Mon  and
      Cho, Kyunghyun  and
      Bowman, Samuel",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5452/",
    doi = "10.18653/v1/W18-5452",
    pages = "371--373"
}
@inproceedings{dhar-bisazza-2018-syntactic,
    title = "Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages?",
    author = "Dhar, Prajit  and
      Bisazza, Arianna",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5453/",
    doi = "10.18653/v1/W18-5453",
    pages = "374--377"
}
@inproceedings{burns-etal-2018-exploiting,
    title = "Exploiting Attention to Reveal Shortcomings in Memory Models",
    author = "Burns, Kaylee  and
      Nematzadeh, Aida  and
      Grant, Erin  and
      Gopnik, Alison  and
      Griffiths, Tom",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5454/",
    doi = "10.18653/v1/W18-5454",
    pages = "378--380"
}
@inproceedings{madhyastha-etal-2018-end,
    title = "End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space",
    author = "Madhyastha, Pranava Swaroop  and
      Wang, Josiah  and
      Specia, Lucia",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5455/",
    doi = "10.18653/v1/W18-5455",
    pages = "381--383"
}
@inproceedings{paperno-2018-limitations,
    title = "Limitations in learning an interpreted language with recurrent models",
    author = "Paperno, Denis",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5456/",
    doi = "10.18653/v1/W18-5456",
    pages = "384--386"
}