Anthology:
W18-54 
Editors:
Johns Hopkins University Tal Linzen | Tilburg University Grzegorz Chrupała | Tilburg University Afra Alishahi  
Month:
November 
Year:
2018 
Venue:
WS  
Address:
Brussels, Belgium 
SIG:
 
Publisher:
Association for Computational Linguistics 
URL:
http://aclweb.org/anthology/W18-54 
Bibtype:
book 
Bibkey:
BlackboxNLP:2018 
Bib Export formats:
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Pdf Export Search Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP
[W18-5400]: Johns Hopkins University Tal Linzen | Tilburg University Grzegorz Chrupała | Tilburg University Afra Alishahi

Pdf Export Search When does deep multi-task learning work for loosely related document classification tasks?
[W18-5401]: Emma Kerinec | Chloé Braud | Anders Søgaard

Pdf Export Search Analyzing Learned Representations of a Deep ASR Performance Prediction Model
[W18-5402]: Zied Elloumi | Laurent Besacier | Olivier Galibert | Benjamin Lecouteux

Pdf Export Search Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures
[W18-5403]: Danilo Croce | Daniele Rossini | Roberto Basili

Pdf Export Search Nightmare at test time: How punctuation prevents parsers from generalizing
[W18-5404]: Anders Søgaard | Miryam de Lhoneux | Isabelle Augenstein

Pdf Export Search Evaluating Textual Representations through Image Generation
[W18-5405]: Graham Spinks | Marie-Francine Moens

Pdf Export Search On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
[W18-5406]: Jose Camacho-Collados | Mohammad Taher Pilehvar

Pdf Export Search Jump to better conclusions: SCAN both left and right
[W18-5407]: Joost Bastings | Marco Baroni | Jason Weston | Kyunghyun Cho | Douwe Kiela

Pdf Export Search Understanding Convolutional Neural Networks for Text Classification
[W18-5408]: Alon Jacovi | Oren Sar Shalom | Yoav Goldberg

Pdf Export Search Linguistic representations in multi-task neural networks for ellipsis resolution
[W18-5409]: Ola Rønning | Daniel Hardt | Anders Søgaard

Pdf Export Search Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
[W18-5410]: Shun Kiyono | Sho Takase | Jun Suzuki | Naoaki Okazaki | Kentaro Inui | Masaaki Nagata

Pdf Export Search Rule induction for global explanation of trained models
[W18-5411]: Madhumita Sushil | Simon Suster | Walter Daelemans

Pdf Export Search Can LSTM Learn to Capture Agreement? The Case of Basque
[W18-5412]: Shauli Ravfogel | Yoav Goldberg | Francis Tyers

Pdf Export Search Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks
[W18-5413]: Joao Loula | Marco Baroni | Brenden Lake

Pdf Export Search Evaluating the Ability of LSTMs to Learn Context-Free Grammars
[W18-5414]: Luzi Sennhauser | Robert Berwick

Pdf Export Search Interpretable Neural Architectures for Attributing an Ad’s Performance to its Writing Style
[W18-5415]: Reid Pryzant | Sugato Basu | Kazoo Sone

Pdf Export Search Interpreting Neural Networks with Nearest Neighbors
[W18-5416]: Eric Wallace | Shi Feng | Jordan Boyd-Graber

Pdf Export Search 'Indicatements' that character language models learn English morpho-syntactic units and regularities
[W18-5417]: Yova Kementchedjhieva | Adam Lopez

Pdf Export Search LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation
[W18-5418]: Pankaj Gupta | Hinrich Schütze

Pdf Export Search Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue
[W18-5419]: Dieuwke Hupkes | Sanne Bouwmeester | Raquel Fernández

Pdf Export Search An Operation Sequence Model for Explainable Neural Machine Translation
[W18-5420]: Felix Stahlberg | Danielle Saunders | Bill Byrne

Pdf Export Search Introspection for convolutional automatic speech recognition
[W18-5421]: Andreas Krug | Sebastian Stober

Pdf Export Search Learning and Evaluating Sparse Interpretable Sentence Embeddings
[W18-5422]: Valentin Trifonov | Octavian-Eugen Ganea | Anna Potapenko | Thomas Hofmann

Pdf Export Search What do RNN Language Models Learn about Filler–Gap Dependencies?
[W18-5423]: Ethan Wilcox | Roger Levy | Takashi Morita | Richard Futrell

Pdf Export Search Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items
[W18-5424]: Jaap Jumelet | Dieuwke Hupkes

Pdf Export Search Closing Brackets with Recurrent Neural Networks
[W18-5425]: Natalia Skachkova | Thomas Trost | Dietrich Klakow

Pdf Export Search Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information
[W18-5426]: Mario Giulianelli | Jack Harding | Florian Mohnert | Dieuwke Hupkes | Willem Zuidema

Pdf Export Search Iterative Recursive Attention Model for Interpretable Sequence Classification
[W18-5427]: Martin Tutek | Jan Šnajder

Pdf Export Search Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models
[W18-5428]: Avery Hiebert | Cole Peterson | Alona Fyshe | Nishant Mehta

Pdf Export Search Importance of Self-Attention for Sentiment Analysis
[W18-5429]: Gaël Letarte | Frédérik Paradis | Philippe Giguère | François Laviolette

Pdf Export Search Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell
[W18-5430]: Pia Sommerauer | Antske Fokkens

Pdf Export Search An Analysis of Encoder Representations in Transformer-Based Machine Translation
[W18-5431]: Alessandro Raganato | Jörg Tiedemann

Pdf Export Search Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation
[W18-5432]: Johnny Wei | Khiem Pham | Brendan O'Connor | Brian Dillon

Pdf Export Search Context-Free Transductions with Neural Stacks
[W18-5433]: Yiding Hao | William Merrill | Dana Angluin | Robert Frank | Noah Amsel | Andrew Benz | Simon Mendelsohn

Pdf Export Search Learning Explanations from Language Data
[W18-5434]: David Harbecke | Robert Schwarzenberg | Christoph Alt

Pdf Export Search How much should you ask? On the question structure in QA systems.
[W18-5435]: Barbara Rychalska | Dominika Basaj | Anna Wróblewska | Przemyslaw Biecek

Pdf Export Search Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System
[W18-5436]: Barbara Rychalska | Dominika Basaj | Anna Wróblewska | Przemyslaw Biecek

Pdf Export Search Interpretable Textual Neuron Representations for NLP
[W18-5437]: Nina Poerner | Benjamin Roth | Hinrich Schütze

Pdf Export Search Language Models Learn POS First
[W18-5438]: Naomi Saphra | Adam Lopez

Pdf Export Search Predicting and interpreting embeddings for out of vocabulary words in downstream tasks
[W18-5439]: Nicolas Garneau | Jean-Samuel Leboeuf | Luc Lamontagne

Pdf Export Search Probing sentence embeddings for structure-dependent tense
[W18-5440]: Geoff Bacon | Terry Regier

Pdf Export Search Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
[W18-5441]: Adam Poliak | Aparajita Haldar | Rachel Rudinger | J. Edward Hu | Ellie Pavlick | Aaron Steven White | Benjamin Van Durme

Pdf Export Search Interpretable Word Embedding Contextualization
[W18-5442]: Kyoung-Rok Jang | Sung-Hyon Myaeng | Sang-Bum Kim

Pdf Export Search State Gradients for RNN Memory Analysis
[W18-5443]: Lyan Verwimp | Hugo Van hamme | Vincent Renkens | Patrick Wambacq

Pdf Export Search Extracting Syntactic Trees from Transformer Encoder Self-Attentions
[W18-5444]: David Mareček | Rudolf Rosa

Pdf Export Search Portable, layer-wise task performance monitoring for NLP models
[W18-5445]: Tom Lippincott

Pdf Export Search GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
[W18-5446]: Alex Wang | Amanpreet Singh | Julian Michael | Felix Hill | Omer Levy | Samuel Bowman

Pdf Export Search Explicitly modeling case improves neural dependency parsing
[W18-5447]: Clara Vania | Adam Lopez

Pdf Export Search Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis
[W18-5448]: Kelly Zhang | Samuel Bowman

Pdf Export Search Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
[W18-5449]: Steven Derby | Paul Miller | Brian Murphy | Barry Devereux

Pdf Export Search Interpretable Structure Induction via Sparse Attention
[W18-5450]: Ben Peters | Vlad Niculae | André F. T. Martins

Pdf Export Search Debugging Sequence-to-Sequence Models with Seq2Seq-Vis
[W18-5451]: Hendrik Strobelt | Sebastian Gehrmann | Michael Behrisch | Adam Perer | Hanspeter Pfister | Alexander Rush

Pdf Export Search Grammar Induction with Neural Language Models: An Unusual Replication
[W18-5452]: Phu Mon Htut | Kyunghyun Cho | Samuel Bowman

Pdf Export Search Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages?
[W18-5453]: Prajit Dhar | Arianna Bisazza

Pdf Export Search Exploiting Attention to Reveal Shortcomings in Memory Models
[W18-5454]: Kaylee Burns | Aida Nematzadeh | Erin Grant | Alison Gopnik | Tom Griffiths

Pdf Export Search End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space
[W18-5455]: Pranava Swaroop Madhyastha | Josiah Wang | Lucia Specia

Pdf Export Search Limitations in learning an interpreted language with recurrent models
[W18-5456]: Denis Paperno