Papers
Multiple Admissibility: Judging Grammaticality using Unlabeled Data in Language Learning
Anisia Katinskaia, Sardana Ivanova
Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing
Tomaž Erjavec, Michał Marcińczuk, Preslav Nakov et al.
What Does BERT Look at? An Analysis of BERT’s Attention
Kevin Clark, Urvashi Khandelwal, Omer Levy et al.
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions
David Mareček, Rudolf Rosa
GEval: Tool for Debugging NLP Datasets and Models
Filip Graliński, Anna Wróblewska, Tomasz Stanisławek et al.
Open Sesame: Getting inside BERT’s Linguistic Knowledge
Yongjie Lin, Yi Chern Tan, Robert Frank
Adversarial Attack on Sentiment Classification
Yi-Ting Tsai, Min-Chu Yang, Han-Yu Chen
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing
William Merrill, Lenny Khazan, Noah Amsel et al.
An Analysis of Source-Side Grammatical Errors in NMT
Antonios Anastasopoulos
An LSTM Adaptation Study of (Un)grammaticality
Shammur Absar Chowdhury, Roberto Zamparelli
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains
Samira Abnar, Lisa Beinborn, Rochelle Choenni et al.
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations
Ethan Wilcox, Roger Levy, Richard Futrell
Derivational Morphological Relations in Word Embeddings
Tomáš Musil, Jonáš Vidra, David Mareček
Modeling Paths for Explainable Knowledge Base Completion
Josua Stadelmaier, Sebastian Padó
Learning the Dyck Language with Attention-based Seq2Seq Models
Xiang Yu, Ngoc Thang Vu, Jonas Kuhn
On the Realization of Compositionality in Neural Networks
Joris Baan, Jana Leible, Mitja Nikolaus et al.
Evaluating Recurrent Neural Network Explanations
Leila Arras, Ahmed Osman, Klaus-Robert Müller et al.
Faithful Multimodal Explanation for Visual Question Answering
Jialin Wu, Raymond Mooney
Character Eyes: Seeing Language through Character-Level Taggers
Yuval Pinter, Marc Marone, Jacob Eisenstein
Testing the Generalization Power of Neural Network Models across NLI Benchmarks
Aarne Talman, Stergios Chatzikyriakidis
Detecting Political Bias in News Articles Using Headline Attention
Rama Rohit Reddy Gangula, Suma Reddy Duggenpudi, Radhika Mamidi
Analyzing the Structure of Attention in a Transformer Language Model
Jesse Vig, Yonatan Belinkov
Do Human Rationales Improve Machine Explanations?
Julia Strout, Ye Zhang, Raymond Mooney