Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor 2018-11 Association for Computational Linguistics Brussels, Belgium text conference publication emnlp-2018-54 https://aclanthology.org/W18-5400/ When does deep multi-task learning work for loosely related document classification tasks? Emma Kerinec author Chloé Braud author Anders Søgaard author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication kerinec-etal-2018-deep 10.18653/v1/W18-5401 https://aclanthology.org/W18-5401/ 2018-11 1 8 Analyzing Learned Representations of a Deep ASR Performance Prediction Model Zied Elloumi author Laurent Besacier author Olivier Galibert author Benjamin Lecouteux author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication elloumi-etal-2018-analyzing 10.18653/v1/W18-5402 https://aclanthology.org/W18-5402/ 2018-11 9 15 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures Danilo Croce author Daniele Rossini author Roberto Basili author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication croce-etal-2018-explaining 10.18653/v1/W18-5403 https://aclanthology.org/W18-5403/ 2018-11 16 24 Nightmare at test time: How punctuation prevents parsers from generalizing Anders Søgaard author Miryam de Lhoneux author Isabelle Augenstein author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication sogaard-etal-2018-nightmare 10.18653/v1/W18-5404 https://aclanthology.org/W18-5404/ 2018-11 25 29 Evaluating Textual Representations through Image Generation Graham Spinks author Marie-Francine Moens author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication spinks-moens-2018-evaluating 10.18653/v1/W18-5405 https://aclanthology.org/W18-5405/ 2018-11 30 39 On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados author Mohammad Taher Pilehvar author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication camacho-collados-pilehvar-2018-role 10.18653/v1/W18-5406 https://aclanthology.org/W18-5406/ 2018-11 40 46 Jump to better conclusions: SCAN both left and right Jasmijn Bastings author Marco Baroni author Jason Weston author Kyunghyun Cho author Douwe Kiela author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication bastings-etal-2018-jump 10.18653/v1/W18-5407 https://aclanthology.org/W18-5407/ 2018-11 47 55 Understanding Convolutional Neural Networks for Text Classification Alon Jacovi author Oren Sar Shalom author Yoav Goldberg author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication jacovi-etal-2018-understanding 10.18653/v1/W18-5408 https://aclanthology.org/W18-5408/ 2018-11 56 65 Linguistic representations in multi-task neural networks for ellipsis resolution Ola Rønning author Daniel Hardt author Anders Søgaard author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication ronning-etal-2018-linguistic 10.18653/v1/W18-5409 https://aclanthology.org/W18-5409/ 2018-11 66 73 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models Shun Kiyono author Sho Takase author Jun Suzuki author Naoaki Okazaki author Kentaro Inui author Masaaki Nagata author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication kiyono-etal-2018-unsupervised 10.18653/v1/W18-5410 https://aclanthology.org/W18-5410/ 2018-11 74 81 Rule induction for global explanation of trained models Madhumita Sushil author Simon Šuster author Walter Daelemans author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication sushil-etal-2018-rule 10.18653/v1/W18-5411 https://aclanthology.org/W18-5411/ 2018-11 82 97 Can LSTM Learn to Capture Agreement? The Case of Basque Shauli Ravfogel author Yoav Goldberg author Francis Tyers author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication ravfogel-etal-2018-lstm 10.18653/v1/W18-5412 https://aclanthology.org/W18-5412/ 2018-11 98 107 Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks João Loula author Marco Baroni author Brenden Lake author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication loula-etal-2018-rearranging 10.18653/v1/W18-5413 https://aclanthology.org/W18-5413/ 2018-11 108 114 Evaluating the Ability of LSTMs to Learn Context-Free Grammars Luzi Sennhauser author Robert Berwick author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication sennhauser-berwick-2018-evaluating 10.18653/v1/W18-5414 https://aclanthology.org/W18-5414/ 2018-11 115 124 Interpretable Neural Architectures for Attributing an Ad’s Performance to its Writing Style Reid Pryzant author Sugato Basu author Kazoo Sone author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication pryzant-etal-2018-interpretable 10.18653/v1/W18-5415 https://aclanthology.org/W18-5415/ 2018-11 125 135 Interpreting Neural Networks with Nearest Neighbors Eric Wallace author Shi Feng author Jordan Boyd-Graber author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication wallace-etal-2018-interpreting 10.18653/v1/W18-5416 https://aclanthology.org/W18-5416/ 2018-11 136 144 ‘Indicatements’ that character language models learn English morpho-syntactic units and regularities Yova Kementchedjhieva author Adam Lopez author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication kementchedjhieva-lopez-2018-indicatements 10.18653/v1/W18-5417 https://aclanthology.org/W18-5417/ 2018-11 145 153 LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation Pankaj Gupta author Hinrich Schütze author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication gupta-schutze-2018-lisa 10.18653/v1/W18-5418 https://aclanthology.org/W18-5418/ 2018-11 154 164 Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue Dieuwke Hupkes author Sanne Bouwmeester author Raquel Fernández author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication hupkes-etal-2018-analysing 10.18653/v1/W18-5419 https://aclanthology.org/W18-5419/ 2018-11 165 174 An Operation Sequence Model for Explainable Neural Machine Translation Felix Stahlberg author Danielle Saunders author Bill Byrne author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication stahlberg-etal-2018-operation 10.18653/v1/W18-5420 https://aclanthology.org/W18-5420/ 2018-11 175 186 Introspection for convolutional automatic speech recognition Andreas Krug author Sebastian Stober author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication krug-stober-2018-introspection 10.18653/v1/W18-5421 https://aclanthology.org/W18-5421/ 2018-11 187 199 Learning and Evaluating Sparse Interpretable Sentence Embeddings Valentin Trifonov author Octavian-Eugen Ganea author Anna Potapenko author Thomas Hofmann author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication trifonov-etal-2018-learning 10.18653/v1/W18-5422 https://aclanthology.org/W18-5422/ 2018-11 200 210 What do RNN Language Models Learn about Filler–Gap Dependencies? Ethan Wilcox author Roger Levy author Takashi Morita author Richard Futrell author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication wilcox-etal-2018-rnn 10.18653/v1/W18-5423 https://aclanthology.org/W18-5423/ 2018-11 211 221 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items Jaap Jumelet author Dieuwke Hupkes author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication jumelet-hupkes-2018-language 10.18653/v1/W18-5424 https://aclanthology.org/W18-5424/ 2018-11 222 231 Closing Brackets with Recurrent Neural Networks Natalia Skachkova author Thomas Trost author Dietrich Klakow author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication skachkova-etal-2018-closing 10.18653/v1/W18-5425 https://aclanthology.org/W18-5425/ 2018-11 232 239 Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information Mario Giulianelli author Jack Harding author Florian Mohnert author Dieuwke Hupkes author Willem Zuidema author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication giulianelli-etal-2018-hood 10.18653/v1/W18-5426 https://aclanthology.org/W18-5426/ 2018-11 240 248 Iterative Recursive Attention Model for Interpretable Sequence Classification Martin Tutek author Jan Šnajder author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication tutek-snajder-2018-iterative 10.18653/v1/W18-5427 https://aclanthology.org/W18-5427/ 2018-11 249 257 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models Avery Hiebert author Cole Peterson author Alona Fyshe author Nishant Mehta author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication hiebert-etal-2018-interpreting 10.18653/v1/W18-5428 https://aclanthology.org/W18-5428/ 2018-11 258 266 Importance of Self-Attention for Sentiment Analysis Gaël Letarte author Frédérik Paradis author Philippe Giguère author François Laviolette author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication letarte-etal-2018-importance 10.18653/v1/W18-5429 https://aclanthology.org/W18-5429/ 2018-11 267 275 Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell Pia Sommerauer author Antske Fokkens author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication sommerauer-fokkens-2018-firearms 10.18653/v1/W18-5430 https://aclanthology.org/W18-5430/ 2018-11 276 286 An Analysis of Encoder Representations in Transformer-Based Machine Translation Alessandro Raganato author Jörg Tiedemann author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication raganato-tiedemann-2018-analysis 10.18653/v1/W18-5431 https://aclanthology.org/W18-5431/ 2018-11 287 297 Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation Johnny Wei author Khiem Pham author Brendan O’Connor author Brian Dillon author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication wei-etal-2018-evaluating 10.18653/v1/W18-5432 https://aclanthology.org/W18-5432/ 2018-11 298 305 Context-Free Transductions with Neural Stacks Yiding Hao author William Merrill author Dana Angluin author Robert Frank author Noah Amsel author Andrew Benz author Simon Mendelsohn author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication hao-etal-2018-context 10.18653/v1/W18-5433 https://aclanthology.org/W18-5433/ 2018-11 306 315 Learning Explanations from Language Data David Harbecke author Robert Schwarzenberg author Christoph Alt author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication harbecke-etal-2018-learning 10.18653/v1/W18-5434 https://aclanthology.org/W18-5434/ 2018-11 316 318 How much should you ask? On the question structure in QA systems. Barbara Rychalska author Dominika Basaj author Anna Wróblewska author Przemyslaw Biecek author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication rychalska-etal-2018-much 10.18653/v1/W18-5435 https://aclanthology.org/W18-5435/ 2018-11 319 321 Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System Barbara Rychalska author Dominika Basaj author Anna Wróblewska author Przemyslaw Biecek author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication rychalska-etal-2018-care 10.18653/v1/W18-5436 https://aclanthology.org/W18-5436/ 2018-11 322 324 Interpretable Textual Neuron Representations for NLP Nina Poerner author Benjamin Roth author Hinrich Schütze author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication poerner-etal-2018-interpretable 10.18653/v1/W18-5437 https://aclanthology.org/W18-5437/ 2018-11 325 327 Language Models Learn POS First Naomi Saphra author Adam Lopez author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication saphra-lopez-2018-language 10.18653/v1/W18-5438 https://aclanthology.org/W18-5438/ 2018-11 328 330 Predicting and interpreting embeddings for out of vocabulary words in downstream tasks Nicolas Garneau author Jean-Samuel Leboeuf author Luc Lamontagne author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication garneau-etal-2018-predicting 10.18653/v1/W18-5439 https://aclanthology.org/W18-5439/ 2018-11 331 333 Probing sentence embeddings for structure-dependent tense Geoff Bacon author Terry Regier author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication bacon-regier-2018-probing 10.18653/v1/W18-5440 https://aclanthology.org/W18-5440/ 2018-11 334 336 Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation Adam Poliak author Aparajita Haldar author Rachel Rudinger author J Edward Hu author Ellie Pavlick author Aaron Steven White author Benjamin Van Durme author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication poliak-etal-2018-collecting-diverse 10.18653/v1/W18-5441 https://aclanthology.org/W18-5441/ 2018-11 337 340 Interpretable Word Embedding Contextualization Kyoung-Rok Jang author Sung-Hyon Myaeng author Sang-Bum Kim author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication jang-etal-2018-interpretable 10.18653/v1/W18-5442 https://aclanthology.org/W18-5442/ 2018-11 341 343 State Gradients for RNN Memory Analysis Lyan Verwimp author Hugo Van hamme author Vincent Renkens author Patrick Wambacq author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication verwimp-etal-2018-state 10.18653/v1/W18-5443 https://aclanthology.org/W18-5443/ 2018-11 344 346 Extracting Syntactic Trees from Transformer Encoder Self-Attentions David Mareček author Rudolf Rosa author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication marecek-rosa-2018-extracting 10.18653/v1/W18-5444 https://aclanthology.org/W18-5444/ 2018-11 347 349 Portable, layer-wise task performance monitoring for NLP models Tom Lippincott author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication lippincott-2018-portable 10.18653/v1/W18-5445 https://aclanthology.org/W18-5445/ 2018-11 350 352 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Wang author Amanpreet Singh author Julian Michael author Felix Hill author Omer Levy author Samuel Bowman author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-glue 10.18653/v1/W18-5446 https://aclanthology.org/W18-5446/ 2018-11 353 355 Explicitly modeling case improves neural dependency parsing Clara Vania author Adam Lopez author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication vania-lopez-2018-explicitly 10.18653/v1/W18-5447 https://aclanthology.org/W18-5447/ 2018-11 356 358 Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis Kelly Zhang author Samuel Bowman author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-bowman-2018-language 10.18653/v1/W18-5448 https://aclanthology.org/W18-5448/ 2018-11 359 361 Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model Steven Derby author Paul Miller author Brian Murphy author Barry Devereux author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication derby-etal-2018-representation 10.18653/v1/W18-5449 https://aclanthology.org/W18-5449/ 2018-11 362 364 Interpretable Structure Induction via Sparse Attention Ben Peters author Vlad Niculae author André F T Martins author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication peters-etal-2018-interpretable 10.18653/v1/W18-5450 https://aclanthology.org/W18-5450/ 2018-11 365 367 Debugging Sequence-to-Sequence Models with Seq2Seq-Vis Hendrik Strobelt author Sebastian Gehrmann author Michael Behrisch author Adam Perer author Hanspeter Pfister author Alexander Rush author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication strobelt-etal-2018-debugging 10.18653/v1/W18-5451 https://aclanthology.org/W18-5451/ 2018-11 368 370 Grammar Induction with Neural Language Models: An Unusual Replication Phu Mon Htut author Kyunghyun Cho author Samuel Bowman author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication htut-etal-2018-grammar-induction 10.18653/v1/W18-5452 https://aclanthology.org/W18-5452/ 2018-11 371 373 Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? Prajit Dhar author Arianna Bisazza author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication dhar-bisazza-2018-syntactic 10.18653/v1/W18-5453 https://aclanthology.org/W18-5453/ 2018-11 374 377 Exploiting Attention to Reveal Shortcomings in Memory Models Kaylee Burns author Aida Nematzadeh author Erin Grant author Alison Gopnik author Tom Griffiths author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication burns-etal-2018-exploiting 10.18653/v1/W18-5454 https://aclanthology.org/W18-5454/ 2018-11 378 380 End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space Pranava Swaroop Madhyastha author Josiah Wang author Lucia Specia author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication madhyastha-etal-2018-end 10.18653/v1/W18-5455 https://aclanthology.org/W18-5455/ 2018-11 381 383 Limitations in learning an interpreted language with recurrent models Denis Paperno author 2018-11 text Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP Tal Linzen editor Grzegorz Chrupała editor Afra Alishahi editor Association for Computational Linguistics Brussels, Belgium conference publication paperno-2018-limitations 10.18653/v1/W18-5456 https://aclanthology.org/W18-5456/ 2018-11 384 386