Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an
EMNLP, 2017
569 2017 Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov
NAACL, 2018
211 2018 Interpretable neural predictions with differentiable binary variables J Bastings, W Aziz, I Titov
ACL, 2019
191 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
142 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
131 2020 Joey NMT: A minimalist NMT toolkit for novices J Kreutzer, J Bastings, S Riezler
EMNLP, 2019
104 2019 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
84 2023 We Need to Talk About Random Splits A Søgaard, S Ebert, J Bastings, K Filippova
EACL, 2021
69 2021 Scaling Up Models and Data with A Roberts, HW Chung, A Levskaya, G Mishra, J Bradbury, D Andor, ...
arXiv preprint arXiv:2203.17189, 2022
64 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
57 2018 The multiberts: Bert reproductions for robustness analysis T Sellam, S Yadlowsky, J Wei, N Saphra, A D'Amour, T Linzen, J Bastings, ...
ICLR, 2022
52 2022 Autoregressive diffusion models E Hoogeboom, AA Gritsenko, J Bastings, B Poole, R Berg, T Salimans
ICLR, 2022
47 2022 "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
18 2022 Diagnosing AI explanation methods with folk concepts of behavior A Jacovi, J Bastings, S Gehrmann, Y Goldberg, K Filippova
arXiv preprint arXiv:2201.11239, 2022
10 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
8 2022 Modeling latent sentence structure in neural machine translation J Bastings, W Aziz, I Titov, K Sima'an
WNMT 2018 (Extended Abstract), 2019
8 2019 All Fragments Count in Parser Evaluation J Bastings, K Sima'an
LREC, 78-82, 2014
7 2014 Dissecting recall of factual associations in auto-regressive language models M Geva, J Bastings, K Filippova, A Globerson
arXiv preprint arXiv:2304.14767, 2023
5 2023 Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP J Bastings, Y Belinkov, Y Elazar, D Hupkes, N Saphra, S Wiegreffe
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting …, 2022
1 2022 Simple Recurrence Improves Masked Language Models T Lei, R Tian, J Bastings, AP Parikh
arXiv preprint arXiv:2205.11588, 2022
1 2022 
Ivan TitovUniversity of Edinburgh / University of AmsterdamПодтвержден адрес электронной почты в домене inf.ed.ac.uk
