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BlackboxNLP@ACL
2019
2019
2019
Keyphrases
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)