BlackboxNLP@ACL

Publications

2019

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@ACL 2019, Florence, Italy, August 1, 2019 BlackboxNLP@ACL (2019)
Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui, Satoshi Sekine, Lasha Abzianidze, Johan Bos
Can Neural Networks Understand Monotonicity Reasoning? BlackboxNLP@ACL (2019)
Jialin Wu, Raymond J. Mooney
Faithful Multimodal Explanation for Visual Question Answering. BlackboxNLP@ACL (2019)
David Marecek, Rudolf Rosa
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions. BlackboxNLP@ACL (2019)
Julia Strout, Ye Zhang, Raymond J. Mooney
Do Human Rationales Improve Machine Explanations? BlackboxNLP@ACL (2019)
Xiang Yu, Ngoc Thang Vu, Jonas Kuhn
Learning the Dyck Language with Attention-based Seq2Seq Models. BlackboxNLP@ACL (2019)
Filip Gralinski, Anna Wróblewska, Tomasz Stanislawek, Kamil Grabowski, Tomasz Górecki
GEval: Tool for Debugging NLP Datasets and Models. BlackboxNLP@ACL (2019)
Kevin Clark, Urvashi Khandelwal, Omer Levy, Christopher D. Manning
What Does BERT Look at? An Analysis of BERT's Attention. BlackboxNLP@ACL (2019)
Yuval Pinter, Marc Marone, Jacob Eisenstein
Character Eyes: Seeing Language through Character-Level Taggers. BlackboxNLP@ACL (2019)
Paola Merlo
Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English. BlackboxNLP@ACL (2019)
Leila Arras, Ahmed Osman, Klaus-Robert Müller, Wojciech Samek
Evaluating Recurrent Neural Network Explanations. BlackboxNLP@ACL (2019)
Dominik Schlechtweg, Cennet Oguz, Sabine Schulte im Walde
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling. BlackboxNLP@ACL (2019)
Tomás Musil, Jonás Vidra, David Marecek
Derivational Morphological Relations in Word Embeddings. BlackboxNLP@ACL (2019)
Josua Stadelmaier, Sebastian Padó
Modeling Paths for Explainable Knowledge Base Completion. BlackboxNLP@ACL (2019)
Yongjie Lin, Yi Chern Tan, Robert Frank
Open Sesame: Getting inside BERT's Linguistic Knowledge. BlackboxNLP@ACL (2019)
Shammur Absar Chowdhury, Roberto Zamparelli
An LSTM Adaptation Study of (Un)grammaticality. BlackboxNLP@ACL (2019)
Aarne Talman, Stergios Chatzikyriakidis
Testing the Generalization Power of Neural Network Models across NLI Benchmarks. BlackboxNLP@ACL (2019)
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni
On the Realization of Compositionality in Neural Networks. BlackboxNLP@ACL (2019)
Ethan Wilcox, Roger Levy, Richard Futrell
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations. BlackboxNLP@ACL (2019)
Jesse Vig, Yonatan Belinkov
Analyzing the Structure of Attention in a Transformer Language Model. BlackboxNLP@ACL (2019)
Alexander Kuhnle, Ann A. Copestake
The Meaning of "Most" for Visual Question Answering Models. BlackboxNLP@ACL (2019)
Yi-Ting Tsai, Min-Chu Yang, Han-Yu Chen
Adversarial Attack on Sentiment Classification. BlackboxNLP@ACL (2019)
Antonios Anastasopoulos
An Analysis of Source-Side Grammatical Errors in NMT. BlackboxNLP@ACL (2019)
Rama Rohit Reddy Gangula, Suma Reddy Duggenpudi, Radhika Mamidi
Detecting Political Bias in News Articles Using Headline Attention. BlackboxNLP@ACL (2019)
Jeremy Barnes, Lilja Øvrelid, Erik Velldal
Sentiment Analysis Is Not Solved! Assessing and Probing Sentiment Classification. BlackboxNLP@ACL (2019)
Samira Abnar, Lisa Beinborn, Rochelle Choenni, Willem H. Zuidema
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains. BlackboxNLP@ACL (2019)
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions. BlackboxNLP@ACL (2019)
William Merrill, Lenny Khazan, Noah Amsel, Yiding Hao, Simon Mendelsohn, Robert Frank
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing. BlackboxNLP@ACL (2019)
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi
Multi-Granular Text Encoding for Self-Explaining Categorization. BlackboxNLP@ACL (2019)