%0 Conference Proceedings %T Proceedings of the Second Workshop on Insights from Negative Results in NLP %E Sedoc, João %E Rogers, Anna %E Rumshisky, Anna %E Tafreshi, Shabnam %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F insights-2021-insights %U https://aclanthology.org/2021.insights-1.0 %0 Conference Proceedings %T Corrected CBOW Performs as well as Skip-gram %A İrsoy, Ozan %A Benton, Adrian %A Stratos, Karl %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F irsoy-etal-2021-corrected %R 10.18653/v1/2021.insights-1.1 %U https://aclanthology.org/2021.insights-1.1 %U https://doi.org/10.18653/v1/2021.insights-1.1 %P 1-8 %0 Conference Proceedings %T Does Commonsense help in detecting Sarcasm? %A Basu Roy Chowdhury, Somnath %A Chaturvedi, Snigdha %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F basu-roy-chowdhury-chaturvedi-2021-commonsense %R 10.18653/v1/2021.insights-1.2 %U https://aclanthology.org/2021.insights-1.2 %U https://doi.org/10.18653/v1/2021.insights-1.2 %P 9-15 %0 Conference Proceedings %T BERT Cannot Align Characters %A Maronikolakis, Antonis %A Dufter, Philipp %A Schütze, Hinrich %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F maronikolakis-etal-2021-bert %R 10.18653/v1/2021.insights-1.3 %U https://aclanthology.org/2021.insights-1.3 %U https://doi.org/10.18653/v1/2021.insights-1.3 %P 16-22 %0 Conference Proceedings %T Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation %A Park, Chanjun %A Park, Sungjin %A Lee, Seolhwa %A Whang, Taesun %A Lim, Heuiseok %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F park-etal-2021-two %R 10.18653/v1/2021.insights-1.4 %U https://aclanthology.org/2021.insights-1.4 %U https://doi.org/10.18653/v1/2021.insights-1.4 %P 23-28 %0 Conference Proceedings %T Finetuning Pretrained Transformers into Variational Autoencoders %A Park, Seongmin %A Lee, Jihwa %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F park-lee-2021-finetuning %R 10.18653/v1/2021.insights-1.5 %U https://aclanthology.org/2021.insights-1.5 %U https://doi.org/10.18653/v1/2021.insights-1.5 %P 29-35 %0 Conference Proceedings %T Are BERTs Sensitive to Native Interference in L2 Production? %A Tang, Zixin %A Mitra, Prasenjit %A Reitter, David %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tang-etal-2021-berts %R 10.18653/v1/2021.insights-1.6 %U https://aclanthology.org/2021.insights-1.6 %U https://doi.org/10.18653/v1/2021.insights-1.6 %P 36-41 %0 Conference Proceedings %T Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing %A Weber, Sabine %A Steedman, Mark %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F weber-steedman-2021-zero %R 10.18653/v1/2021.insights-1.7 %U https://aclanthology.org/2021.insights-1.7 %U https://doi.org/10.18653/v1/2021.insights-1.7 %P 42-48 %0 Conference Proceedings %T Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph %A Bansal, Sameer %A Benton, Adrian %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bansal-benton-2021-comparing %R 10.18653/v1/2021.insights-1.8 %U https://aclanthology.org/2021.insights-1.8 %U https://doi.org/10.18653/v1/2021.insights-1.8 %P 49-53 %0 Conference Proceedings %T When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training %A Zhu, Qi %A Gu, Yuxian %A Luo, Lingxiao %A Li, Bing %A Li, Cheng %A Peng, Wei %A Huang, Minlie %A Zhu, Xiaoyan %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhu-etal-2021-pre %R 10.18653/v1/2021.insights-1.9 %U https://aclanthology.org/2021.insights-1.9 %U https://doi.org/10.18653/v1/2021.insights-1.9 %P 54-61 %0 Conference Proceedings %T Recurrent Attention for the Transformer %A Rosendahl, Jan %A Herold, Christian %A Petrick, Frithjof %A Ney, Hermann %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rosendahl-etal-2021-recurrent %R 10.18653/v1/2021.insights-1.10 %U https://aclanthology.org/2021.insights-1.10 %U https://doi.org/10.18653/v1/2021.insights-1.10 %P 62-66 %0 Conference Proceedings %T On the Difficulty of Segmenting Words with Attention %A Sanabria, Ramon %A Tang, Hao %A Goldwater, Sharon %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sanabria-etal-2021-difficulty %R 10.18653/v1/2021.insights-1.11 %U https://aclanthology.org/2021.insights-1.11 %U https://doi.org/10.18653/v1/2021.insights-1.11 %P 67-73 %0 Conference Proceedings %T The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation %A Bogoychev, Nikolay %A Chen, Pinzhen %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bogoychev-chen-2021-highs %R 10.18653/v1/2021.insights-1.12 %U https://aclanthology.org/2021.insights-1.12 %U https://doi.org/10.18653/v1/2021.insights-1.12 %P 74-80 %0 Conference Proceedings %T Backtranslation in Neural Morphological Inflection %A Liu, Ling %A Hulden, Mans %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-hulden-2021-backtranslation %R 10.18653/v1/2021.insights-1.13 %U https://aclanthology.org/2021.insights-1.13 %U https://doi.org/10.18653/v1/2021.insights-1.13 %P 81-88 %0 Conference Proceedings %T Learning Data Augmentation Schedules for Natural Language Processing %A Chopard, Daphné %A Treder, Matthias S. %A Spasić, Irena %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chopard-etal-2021-learning %R 10.18653/v1/2021.insights-1.14 %U https://aclanthology.org/2021.insights-1.14 %U https://doi.org/10.18653/v1/2021.insights-1.14 %P 89-102 %0 Conference Proceedings %T An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification %A Saravani, Sina Mahdipour %A Banerjee, Ritwik %A Ray, Indrakshi %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saravani-etal-2021-investigation %R 10.18653/v1/2021.insights-1.15 %U https://aclanthology.org/2021.insights-1.15 %U https://doi.org/10.18653/v1/2021.insights-1.15 %P 103-109 %0 Conference Proceedings %T Blindness to Modality Helps Entailment Graph Mining %A Guillou, Liane %A Bijl de Vroe, Sander %A Johnson, Mark %A Steedman, Mark %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guillou-etal-2021-blindness %R 10.18653/v1/2021.insights-1.16 %U https://aclanthology.org/2021.insights-1.16 %U https://doi.org/10.18653/v1/2021.insights-1.16 %P 110-116 %0 Conference Proceedings %T Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI %A Zhou, Yangqiaoyu %A Tan, Chenhao %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-tan-2021-investigating %R 10.18653/v1/2021.insights-1.17 %U https://aclanthology.org/2021.insights-1.17 %U https://doi.org/10.18653/v1/2021.insights-1.17 %P 117-124 %0 Conference Proceedings %T Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics %A Bhargava, Prajjwal %A Drozd, Aleksandr %A Rogers, Anna %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bhargava-etal-2021-generalization %R 10.18653/v1/2021.insights-1.18 %U https://aclanthology.org/2021.insights-1.18 %U https://doi.org/10.18653/v1/2021.insights-1.18 %P 125-135 %0 Conference Proceedings %T Challenging the Semi-Supervised VAE Framework for Text Classification %A Felhi, Ghazi %A Le Roux, Joseph %A Seddah, Djamé %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F felhi-etal-2021-challenging %R 10.18653/v1/2021.insights-1.19 %U https://aclanthology.org/2021.insights-1.19 %U https://doi.org/10.18653/v1/2021.insights-1.19 %P 136-143 %0 Conference Proceedings %T Active Learning for Argument Strength Estimation %A Kees, Nataliia %A Fromm, Michael %A Faerman, Evgeniy %A Seidl, Thomas %Y Sedoc, João %Y Rogers, Anna %Y Rumshisky, Anna %Y Tafreshi, Shabnam %S Proceedings of the Second Workshop on Insights from Negative Results in NLP %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kees-etal-2021-active %R 10.18653/v1/2021.insights-1.20 %U https://aclanthology.org/2021.insights-1.20 %U https://doi.org/10.18653/v1/2021.insights-1.20 %P 144-150