%0 Conference Proceedings %T Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %E Linzen, Tal %E Chrupała, Grzegorz %E Belinkov, Yonatan %E Hupkes, Dieuwke %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F ws-2019-2019-acl %U https://aclanthology.org/W19-4800 %0 Conference Proceedings %T Transcoding Compositionally: Using Attention to Find More Generalizable Solutions %A Korrel, Kris %A Hupkes, Dieuwke %A Dankers, Verna %A Bruni, Elia %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F korrel-etal-2019-transcoding %R 10.18653/v1/W19-4801 %U https://aclanthology.org/W19-4801 %U https://doi.org/10.18653/v1/W19-4801 %P 1-11 %0 Conference Proceedings %T Sentiment Analysis Is Not Solved! Assessing and Probing Sentiment Classification %A Barnes, Jeremy %A Øvrelid, Lilja %A Velldal, Erik %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F barnes-etal-2019-sentiment %R 10.18653/v1/W19-4802 %U https://aclanthology.org/W19-4802 %U https://doi.org/10.18653/v1/W19-4802 %P 12-23 %0 Conference Proceedings %T Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling %A Schlechtweg, Dominik %A Oguz, Cennet %A Schulte im Walde, Sabine %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F schlechtweg-etal-2019-second %R 10.18653/v1/W19-4803 %U https://aclanthology.org/W19-4803 %U https://doi.org/10.18653/v1/W19-4803 %P 24-30 %0 Conference Proceedings %T Can Neural Networks Understand Monotonicity Reasoning? %A Yanaka, Hitomi %A Mineshima, Koji %A Bekki, Daisuke %A Inui, Kentaro %A Sekine, Satoshi %A Abzianidze, Lasha %A Bos, Johan %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F yanaka-etal-2019-neural %R 10.18653/v1/W19-4804 %U https://aclanthology.org/W19-4804 %U https://doi.org/10.18653/v1/W19-4804 %P 31-40 %0 Conference Proceedings %T Multi-Granular Text Encoding for Self-Explaining Categorization %A Wang, Zhiguo %A Zhang, Yue %A Yu, Mo %A Zhang, Wei %A Pan, Lin %A Song, Linfeng %A Xu, Kun %A El-Kurdi, Yousef %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F wang-etal-2019-multi-granular %R 10.18653/v1/W19-4805 %U https://aclanthology.org/W19-4805 %U https://doi.org/10.18653/v1/W19-4805 %P 41-45 %0 Conference Proceedings %T The Meaning of “Most” for Visual Question Answering Models %A Kuhnle, Alexander %A Copestake, Ann %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F kuhnle-copestake-2019-meaning %R 10.18653/v1/W19-4806 %U https://aclanthology.org/W19-4806 %U https://doi.org/10.18653/v1/W19-4806 %P 46-55 %0 Conference Proceedings %T Do Human Rationales Improve Machine Explanations? %A Strout, Julia %A Zhang, Ye %A Mooney, Raymond %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F strout-etal-2019-human %R 10.18653/v1/W19-4807 %U https://aclanthology.org/W19-4807 %U https://doi.org/10.18653/v1/W19-4807 %P 56-62 %0 Conference Proceedings %T Analyzing the Structure of Attention in a Transformer Language Model %A Vig, Jesse %A Belinkov, Yonatan %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F vig-belinkov-2019-analyzing %R 10.18653/v1/W19-4808 %U https://aclanthology.org/W19-4808 %U https://doi.org/10.18653/v1/W19-4808 %P 63-76 %0 Conference Proceedings %T Detecting Political Bias in News Articles Using Headline Attention %A Gangula, Rama Rohit Reddy %A Duggenpudi, Suma Reddy %A Mamidi, Radhika %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F gangula-etal-2019-detecting %R 10.18653/v1/W19-4809 %U https://aclanthology.org/W19-4809 %U https://doi.org/10.18653/v1/W19-4809 %P 77-84 %0 Conference Proceedings %T Testing the Generalization Power of Neural Network Models across NLI Benchmarks %A Talman, Aarne %A Chatzikyriakidis, Stergios %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F talman-chatzikyriakidis-2019-testing %R 10.18653/v1/W19-4810 %U https://aclanthology.org/W19-4810 %U https://doi.org/10.18653/v1/W19-4810 %P 85-94 %0 Conference Proceedings %T Character Eyes: Seeing Language through Character-Level Taggers %A Pinter, Yuval %A Marone, Marc %A Eisenstein, Jacob %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F pinter-etal-2019-character %R 10.18653/v1/W19-4811 %U https://aclanthology.org/W19-4811 %U https://doi.org/10.18653/v1/W19-4811 %P 95-102 %0 Conference Proceedings %T Faithful Multimodal Explanation for Visual Question Answering %A Wu, Jialin %A Mooney, Raymond %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F wu-mooney-2019-faithful %R 10.18653/v1/W19-4812 %U https://aclanthology.org/W19-4812 %U https://doi.org/10.18653/v1/W19-4812 %P 103-112 %0 Conference Proceedings %T Evaluating Recurrent Neural Network Explanations %A Arras, Leila %A Osman, Ahmed %A Müller, Klaus-Robert %A Samek, Wojciech %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F arras-etal-2019-evaluating %R 10.18653/v1/W19-4813 %U https://aclanthology.org/W19-4813 %U https://doi.org/10.18653/v1/W19-4813 %P 113-126 %0 Conference Proceedings %T On the Realization of Compositionality in Neural Networks %A Baan, Joris %A Leible, Jana %A Nikolaus, Mitja %A Rau, David %A Ulmer, Dennis %A Baumgärtner, Tim %A Hupkes, Dieuwke %A Bruni, Elia %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F baan-etal-2019-realization %R 10.18653/v1/W19-4814 %U https://aclanthology.org/W19-4814 %U https://doi.org/10.18653/v1/W19-4814 %P 127-137 %0 Conference Proceedings %T Learning the Dyck Language with Attention-based Seq2Seq Models %A Yu, Xiang %A Vu, Ngoc Thang %A Kuhn, Jonas %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F yu-etal-2019-learning %R 10.18653/v1/W19-4815 %U https://aclanthology.org/W19-4815 %U https://doi.org/10.18653/v1/W19-4815 %P 138-146 %0 Conference Proceedings %T Modeling Paths for Explainable Knowledge Base Completion %A Stadelmaier, Josua %A Padó, Sebastian %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F stadelmaier-pado-2019-modeling %R 10.18653/v1/W19-4816 %U https://aclanthology.org/W19-4816 %U https://doi.org/10.18653/v1/W19-4816 %P 147-157 %0 Conference Proceedings %T Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English %A Merlo, Paola %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F merlo-2019-probing %R 10.18653/v1/W19-4817 %U https://aclanthology.org/W19-4817 %U https://doi.org/10.18653/v1/W19-4817 %P 158-172 %0 Conference Proceedings %T Derivational Morphological Relations in Word Embeddings %A Musil, Tomáš %A Vidra, Jonáš %A Mareček, David %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F musil-etal-2019-derivational %R 10.18653/v1/W19-4818 %U https://aclanthology.org/W19-4818 %U https://doi.org/10.18653/v1/W19-4818 %P 173-180 %0 Conference Proceedings %T Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations %A Wilcox, Ethan %A Levy, Roger %A Futrell, Richard %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F wilcox-etal-2019-hierarchical %R 10.18653/v1/W19-4819 %U https://aclanthology.org/W19-4819 %U https://doi.org/10.18653/v1/W19-4819 %P 181-190 %0 Conference Proceedings %T Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains %A Abnar, Samira %A Beinborn, Lisa %A Choenni, Rochelle %A Zuidema, Willem %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F abnar-etal-2019-blackbox %R 10.18653/v1/W19-4820 %U https://aclanthology.org/W19-4820 %U https://doi.org/10.18653/v1/W19-4820 %P 191-203 %0 Conference Proceedings %T An LSTM Adaptation Study of (Un)grammaticality %A Chowdhury, Shammur Absar %A Zamparelli, Roberto %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F chowdhury-zamparelli-2019-lstm %R 10.18653/v1/W19-4821 %U https://aclanthology.org/W19-4821 %U https://doi.org/10.18653/v1/W19-4821 %P 204-212 %0 Conference Proceedings %T An Analysis of Source-Side Grammatical Errors in NMT %A Anastasopoulos, Antonios %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F anastasopoulos-2019-analysis %R 10.18653/v1/W19-4822 %U https://aclanthology.org/W19-4822 %U https://doi.org/10.18653/v1/W19-4822 %P 213-223 %0 Conference Proceedings %T Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing %A Merrill, William %A Khazan, Lenny %A Amsel, Noah %A Hao, Yiding %A Mendelsohn, Simon %A Frank, Robert %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F merrill-etal-2019-finding %R 10.18653/v1/W19-4823 %U https://aclanthology.org/W19-4823 %U https://doi.org/10.18653/v1/W19-4823 %P 224-232 %0 Conference Proceedings %T Adversarial Attack on Sentiment Classification %A Tsai, Yi-Ting %A Yang, Min-Chu %A Chen, Han-Yu %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F tsai-etal-2019-adversarial-attack %R 10.18653/v1/W19-4824 %U https://aclanthology.org/W19-4824 %U https://doi.org/10.18653/v1/W19-4824 %P 233-240 %0 Conference Proceedings %T Open Sesame: Getting inside BERT’s Linguistic Knowledge %A Lin, Yongjie %A Tan, Yi Chern %A Frank, Robert %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F lin-etal-2019-open %R 10.18653/v1/W19-4825 %U https://aclanthology.org/W19-4825 %U https://doi.org/10.18653/v1/W19-4825 %P 241-253 %0 Conference Proceedings %T GEval: Tool for Debugging NLP Datasets and Models %A Graliński, Filip %A Wróblewska, Anna %A Stanisławek, Tomasz %A Grabowski, Kamil %A Górecki, Tomasz %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F gralinski-etal-2019-geval %R 10.18653/v1/W19-4826 %U https://aclanthology.org/W19-4826 %U https://doi.org/10.18653/v1/W19-4826 %P 254-262 %0 Conference Proceedings %T From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions %A Mareček, David %A Rosa, Rudolf %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F marecek-rosa-2019-balustrades %R 10.18653/v1/W19-4827 %U https://aclanthology.org/W19-4827 %U https://doi.org/10.18653/v1/W19-4827 %P 263-275 %0 Conference Proceedings %T What Does BERT Look at? An Analysis of BERT’s Attention %A Clark, Kevin %A Khandelwal, Urvashi %A Levy, Omer %A Manning, Christopher D. %Y Linzen, Tal %Y Chrupała, Grzegorz %Y Belinkov, Yonatan %Y Hupkes, Dieuwke %S Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F clark-etal-2019-bert %R 10.18653/v1/W19-4828 %U https://aclanthology.org/W19-4828 %U https://doi.org/10.18653/v1/W19-4828 %P 276-286