Jasmijn Bastings
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Graph convolutional encoders for syntax-aware neural machine translation
J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an
EMNLP, 2017
Scaling vision transformers to 22 billion parameters
M Dehghani, J Djolonga, B Mustafa, P Padlewski, J Heek, J Gilmer, ...
International Conference on Machine Learning, 7480-7512, 2023
Exploiting semantics in neural machine translation with graph convolutional networks
D Marcheggiani, J Bastings, I Titov
NAACL, 2018
Interpretable neural predictions with differentiable binary variables
J Bastings, W Aziz, I Titov
ACL, 2019
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?
J Bastings, K Filippova
EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2020
The language interpretability tool: Extensible, interactive visualizations and analysis for NLP models
I Tenney, J Wexler, J Bastings, T Bolukbasi, A Coenen, S Gehrmann, ...
EMNLP, 2020
Scaling up models and data with t5x and seqio
A Roberts, HW Chung, G Mishra, A Levskaya, J Bradbury, D Andor, ...
Journal of Machine Learning Research 24 (377), 1-8, 2023
Joey NMT: A minimalist NMT toolkit for novices
J Kreutzer, J Bastings, S Riezler
EMNLP, 2019
Dissecting recall of factual associations in auto-regressive language models
M Geva, J Bastings, K Filippova, A Globerson
EMNLP, 2023
Autoregressive diffusion models
E Hoogeboom, AA Gritsenko, J Bastings, B Poole, R Berg, T Salimans
ICLR, 2022
We Need to Talk About Random Splits
A Søgaard, S Ebert, J Bastings, K Filippova
EACL, 2021
The multiberts: Bert reproductions for robustness analysis
T Sellam, S Yadlowsky, J Wei, N Saphra, A D'Amour, T Linzen, J Bastings, ...
ICLR, 2022
Jump to better conclusions: SCAN both left and right
J Bastings, M Baroni, J Weston, K Cho, D Kiela
EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2018
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
J Bastings, S Ebert, P Zablotskaia, A Sandholm, K Filippova
EMNLP, 2022
Training text-to-text transformers with privacy guarantees
N Ponomareva, J Bastings, S Vassilvitskii
Findings of the Association for Computational Linguistics: ACL 2022, 2182-2193, 2022
Diagnosing AI explanation methods with folk concepts of behavior
A Jacovi, J Bastings, S Gehrmann, Y Goldberg, K Filippova
Journal of Artificial Intelligence Research 78, 459-489, 2023
Modeling latent sentence structure in neural machine translation
J Bastings, W Aziz, I Titov, K Sima'an
WNMT 2018 (Extended Abstract), 2018
All Fragments Count in Parser Evaluation
J Bastings, K Sima'an
LREC, 78-82, 2014
Simple recurrence improves masked language models
T Lei, R Tian, J Bastings, AP Parikh
arXiv preprint arXiv:2205.11588, 2022
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study
C Whitehouse, F Huot, J Bastings, M Dehghani, CC Lin, M Lapata
arXiv preprint arXiv:2311.08572, 2023
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Articles 1–20