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Shauli Ravfogel
Shauli Ravfogel
Faculty Fellow, NYU
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models
EB Zaken, S Ravfogel, Y Goldberg
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2021
18172021
Null it out: Guarding protected attributes by iterative nullspace projection
S Ravfogel, Y Elazar, H Gonen, M Twiton, Y Goldberg
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
5442020
Measuring and improving consistency in pretrained language models
Y Elazar, N Kassner, S Ravfogel, A Ravichander, E Hovy, H Schütze, ...
Transactions of the Association for Computational Linguistics 9, 1012-1031, 2021
5192021
Amnesic probing: Behavioral explanation with amnesic counterfactuals
Y Elazar, S Ravfogel, A Jacovi, Y Goldberg
Transactions of the Association for Computational Linguistics 9, 160-175, 2021
3022021
Few-shot fine-tuning vs. in-context learning: A fair comparison and evaluation
M Mosbach, T Pimentel, S Ravfogel, D Klakow, Y Elazar
arXiv preprint arXiv:2305.16938, 2023
2222023
Leace: Perfect linear concept erasure in closed form
N Belrose, D Schneider-Joseph, S Ravfogel, R Cotterell, E Raff, ...
Advances in Neural Information Processing Systems 36, 66044-66063, 2023
1662023
Linguistic binding in diffusion models: Enhancing attribute correspondence through attention map alignment
R Rassin, E Hirsch, D Glickman, S Ravfogel, Y Goldberg, G Chechik
Advances in Neural Information Processing Systems 36, 3536-3559, 2023
1572023
Contrastive explanations for model interpretability
A Jacovi, S Swayamdipta, S Ravfogel, Y Elazar, Y Choi, Y Goldberg
arXiv preprint arXiv:2103.01378, 2021
1522021
Linear adversarial concept erasure
S Ravfogel, M Twiton, Y Goldberg, RD Cotterell
International Conference on Machine Learning, 18400-18421, 2022
1392022
Studying the inductive biases of RNNs with synthetic variations of natural languages
S Ravfogel, Y Goldberg, T Linzen
The 2019 Conference of the North American Chapter of the Association for …, 2019
992019
The curious case of hallucinatory (un) answerability: Finding truths in the hidden states of over-confident large language models
A Slobodkin, O Goldman, A Caciularu, I Dagan, S Ravfogel
arXiv preprint arXiv:2310.11877, 2023
822023
Counterfactual interventions reveal the causal effect of relative clause representations on agreement prediction
S Ravfogel, G Prasad, T Linzen, Y Goldberg
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
822021
It's not Greek to mBERT: inducing word-level translations from multilingual BERT
H Gonen, S Ravfogel, Y Elazar, Y Goldberg
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting …, 2020
732020
Dalle-2 is seeing double: flaws in word-to-concept mapping in Text2Image models
R Rassin, S Ravfogel, Y Goldberg
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting …, 2022
682022
Measuring causal effects of data statistics on language model'sfactual'predictions
Y Elazar, N Kassner, S Ravfogel, A Feder, A Ravichander, M Mosbach, ...
arXiv preprint arXiv:2207.14251, 2022
652022
Kernelized Concept Erasure
S Ravfogel, F Vargas, Y Goldberg, R Cotterell
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
56*2022
Can LSTM learn to capture agreement? The case of Basque
S Ravfogel, FM Tyers, Y Goldberg
Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and …, 2018
532018
Ab antiquo: Neural proto-language reconstruction
C Meloni, S Ravfogel, Y Goldberg
Proceedings of the 2021 Conference of the North American Chapter of the …, 2019
47*2019
Conformal nucleus sampling
S Ravfogel, Y Goldberg, J Goldberger
arXiv preprint arXiv:2305.02633, 2023
422023
Representation Surgery: Theory and Practice of Affine Steering
S Singh, S Ravfogel, J Herzig, R Aharoni, R Cotterell, P Kumaraguru
ICML 2024, 2024
40*2024
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Articles 1–20