@proceedings{insights-2021-insights,
    title = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.0/"
}
@inproceedings{irsoy-etal-2021-corrected,
    title = "Corrected {CBOW} Performs as well as Skip-gram",
    author = "{\.I}rsoy, Ozan  and
      Benton, Adrian  and
      Stratos, Karl",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.1/",
    doi = "10.18653/v1/2021.insights-1.1",
    pages = "1--8"
}
@inproceedings{basu-roy-chowdhury-chaturvedi-2021-commonsense,
    title = "Does Commonsense help in detecting Sarcasm?",
    author = "Basu Roy Chowdhury, Somnath  and
      Chaturvedi, Snigdha",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.2/",
    doi = "10.18653/v1/2021.insights-1.2",
    pages = "9--15"
}
@inproceedings{maronikolakis-etal-2021-bert,
    title = "{BERT} Cannot Align Characters",
    author = {Maronikolakis, Antonis  and
      Dufter, Philipp  and
      Sch{\"u}tze, Hinrich},
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.3/",
    doi = "10.18653/v1/2021.insights-1.3",
    pages = "16--22"
}
@inproceedings{park-etal-2021-two,
    title = "Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation",
    author = "Park, Chanjun  and
      Park, Sungjin  and
      Lee, Seolhwa  and
      Whang, Taesun  and
      Lim, Heuiseok",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.4/",
    doi = "10.18653/v1/2021.insights-1.4",
    pages = "23--28"
}
@inproceedings{park-lee-2021-finetuning,
    title = "Finetuning Pretrained Transformers into Variational Autoencoders",
    author = "Park, Seongmin  and
      Lee, Jihwa",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.5/",
    doi = "10.18653/v1/2021.insights-1.5",
    pages = "29--35"
}
@inproceedings{tang-etal-2021-berts,
    title = "Are {BERT}s Sensitive to Native Interference in {L}2 Production?",
    author = "Tang, Zixin  and
      Mitra, Prasenjit  and
      Reitter, David",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.6/",
    doi = "10.18653/v1/2021.insights-1.6",
    pages = "36--41"
}
@inproceedings{weber-steedman-2021-zero,
    title = "Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in {G}erman Fine-Grained Entity Typing",
    author = "Weber, Sabine  and
      Steedman, Mark",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.7/",
    doi = "10.18653/v1/2021.insights-1.7",
    pages = "42--48"
}
@inproceedings{bansal-benton-2021-comparing,
    title = "Comparing {E}uclidean and Hyperbolic Embeddings on the {W}ord{N}et Nouns Hypernymy Graph",
    author = "Bansal, Sameer  and
      Benton, Adrian",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.8/",
    doi = "10.18653/v1/2021.insights-1.8",
    pages = "49--53"
}
@inproceedings{zhu-etal-2021-pre,
    title = "When does Further Pre-training {MLM} Help? An Empirical Study on Task-Oriented Dialog Pre-training",
    author = "Zhu, Qi  and
      Gu, Yuxian  and
      Luo, Lingxiao  and
      Li, Bing  and
      Li, Cheng  and
      Peng, Wei  and
      Huang, Minlie  and
      Zhu, Xiaoyan",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.9/",
    doi = "10.18653/v1/2021.insights-1.9",
    pages = "54--61"
}
@inproceedings{rosendahl-etal-2021-recurrent,
    title = "Recurrent Attention for the Transformer",
    author = "Rosendahl, Jan  and
      Herold, Christian  and
      Petrick, Frithjof  and
      Ney, Hermann",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.10/",
    doi = "10.18653/v1/2021.insights-1.10",
    pages = "62--66"
}
@inproceedings{sanabria-etal-2021-difficulty,
    title = "On the Difficulty of Segmenting Words with Attention",
    author = "Sanabria, Ramon  and
      Tang, Hao  and
      Goldwater, Sharon",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.11/",
    doi = "10.18653/v1/2021.insights-1.11",
    pages = "67--73"
}
@inproceedings{bogoychev-chen-2021-highs,
    title = "The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation",
    author = "Bogoychev, Nikolay  and
      Chen, Pinzhen",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.12/",
    doi = "10.18653/v1/2021.insights-1.12",
    pages = "74--80"
}
@inproceedings{liu-hulden-2021-backtranslation,
    title = "Backtranslation in Neural Morphological Inflection",
    author = "Liu, Ling  and
      Hulden, Mans",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.13/",
    doi = "10.18653/v1/2021.insights-1.13",
    pages = "81--88"
}
@inproceedings{chopard-etal-2021-learning,
    title = "Learning Data Augmentation Schedules for Natural Language Processing",
    author = "Chopard, Daphn{\'e}  and
      Treder, Matthias S.  and
      Spasi{\'c}, Irena",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.14/",
    doi = "10.18653/v1/2021.insights-1.14",
    pages = "89--102"
}
@inproceedings{saravani-etal-2021-investigation,
    title = "{A}n {I}nvestigation into the {C}ontribution of {L}ocally {A}ggregated {D}escriptors to {F}igurative {L}anguage {I}dentification",
    author = "Saravani, Sina Mahdipour  and
      Banerjee, Ritwik  and
      Ray, Indrakshi",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.15/",
    doi = "10.18653/v1/2021.insights-1.15",
    pages = "103--109"
}
@inproceedings{guillou-etal-2021-blindness,
    title = "Blindness to Modality Helps Entailment Graph Mining",
    author = "Guillou, Liane  and
      Bijl de Vroe, Sander  and
      Johnson, Mark  and
      Steedman, Mark",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.16/",
    doi = "10.18653/v1/2021.insights-1.16",
    pages = "110--116"
}
@inproceedings{zhou-tan-2021-investigating,
    title = "Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot {NLI}",
    author = "Zhou, Yangqiaoyu  and
      Tan, Chenhao",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.17/",
    doi = "10.18653/v1/2021.insights-1.17",
    pages = "117--124"
}
@inproceedings{bhargava-etal-2021-generalization,
    title = "Generalization in {NLI}: Ways (Not) To Go Beyond Simple Heuristics",
    author = "Bhargava, Prajjwal  and
      Drozd, Aleksandr  and
      Rogers, Anna",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.18/",
    doi = "10.18653/v1/2021.insights-1.18",
    pages = "125--135"
}
@inproceedings{felhi-etal-2021-challenging,
    title = "Challenging the Semi-Supervised {VAE} Framework for Text Classification",
    author = "Felhi, Ghazi  and
      Le Roux, Joseph  and
      Seddah, Djam{\'e}",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.19/",
    doi = "10.18653/v1/2021.insights-1.19",
    pages = "136--143"
}
@inproceedings{kees-etal-2021-active,
    title = "Active Learning for Argument Strength Estimation",
    author = "Kees, Nataliia  and
      Fromm, Michael  and
      Faerman, Evgeniy  and
      Seidl, Thomas",
    editor = "Sedoc, Jo{\~a}o  and
      Rogers, Anna  and
      Rumshisky, Anna  and
      Tafreshi, Shabnam",
    booktitle = "Proceedings of the Second Workshop on Insights from Negative Results in NLP",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.insights-1.20/",
    doi = "10.18653/v1/2021.insights-1.20",
    pages = "144--150"
}