Shauli Ravfogel

According to our database, Shauli Ravfogel authored at least 40 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

GRADE: Quantifying Sample Diversity in Text-to-Image Models.

Royi Rassin, Aviv Slobodkin, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg

CoRR, 2024

Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces.

Yihuai Hong, Lei Yu, Shauli Ravfogel, Haiqin Yang, Mor Geva

CoRR, 2024

On Affine Homotopy between Language Encoders.

Robin Chan, Reda Boumasmoud, Anej Svete, Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Schölkopf, Mennatallah El-Assady, Ryan Cotterell

CoRR, 2024

Language Imbalance Can Boost Cross-lingual Generalisation.

Anton Schäfer, Shauli Ravfogel, Thomas Hofmann, Tiago Pimentel, Imanol Schlag

CoRR, 2024

What Changed? Converting Representational Interventions to Natural Language.

Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel

CoRR, 2024

MiMiC: Minimally Modified Counterfactuals in the Representation Space.

Shashwat Singh, Shauli Ravfogel, Jonathan Herzig, Roee Aharoni, Ryan Cotterell, Ponnurangam Kumaraguru

CoRR, 2024

Representation Surgery: Theory and Practice of Affine Steering.

Shashwat Singh, Shauli Ravfogel, Jonathan Herzig, Roee Aharoni, Ryan Cotterell, Ponnurangam Kumaraguru

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Language Concept Erasure for Language-invariant Dense Retrieval.

Zhiqi Huang, Puxuan Yu, Shauli Ravfogel, James Allan

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Visual Comparison of Language Model Adaptation.

Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady

IEEE Trans. Vis. Comput. Graph., 2023

The Curious Case of Hallucinatory Unanswerablity: Finding Truths in the Hidden States of Over-Confident Large Language Models.

Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel

CoRR, 2023

All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations.

Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Schölkopf, Ryan Cotterell

CoRR, 2023

Retrieving Texts based on Abstract Descriptions.

Shauli Ravfogel, Valentina Pyatkin, Amir David Nissan Cohen, Avshalom Manevich, Yoav Goldberg

CoRR, 2023

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment.

Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LEACE: Perfect linear concept erasure in closed form.

Nora Belrose, David Schneider-Joseph, Shauli Ravfogel, Ryan Cotterell, Edward Raff, Stella Biderman

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models.

Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers.

Mosh Levy, Shauli Ravfogel, Yoav Goldberg

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Conformal Nucleus Sampling.

Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Linear Guardedness and its Implications.

Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation.

Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions.

Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg

CoRR, 2022

Analyzing Gender Representation in Multilingual Models.

Hila Gonen, Shauli Ravfogel, Yoav Goldberg

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Linear Adversarial Concept Erasure.

Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell

Proceedings of the International Conference on Machine Learning, 2022

Adversarial Concept Erasure in Kernel Space.

Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models.

Royi Rassin, Shauli Ravfogel, Yoav Goldberg

Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models.

Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals.

Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg

Trans. Assoc. Comput. Linguistics, 2021

Erratum: Measuring and Improving Consistency in Pretrained Language Models.

Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg

Trans. Assoc. Comput. Linguistics, 2021

Measuring and Improving Consistency in Pretrained Language Models.

Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg

Trans. Assoc. Comput. Linguistics, 2021

Ab Antiquo: Neural Proto-language Reconstruction.

Carlo Meloni, Shauli Ravfogel, Yoav Goldberg

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Contrastive Explanations for Model Interpretability.

Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction.

Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

Neural Extractive Search.

Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions.

Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg

CoRR, 2020

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations.

Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT.

Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.

Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

The Extraordinary Failure of Complement Coercion Crowdsourcing.

Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty

Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019

Ab Antiquo: Proto-language Reconstruction with RNNs.

Carlo Meloni, Shauli Ravfogel, Yoav Goldberg

CoRR, 2019

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages.

Shauli Ravfogel, Yoav Goldberg, Tal Linzen

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Can LSTM Learn to Capture Agreement? The Case of Basque.

Shauli Ravfogel, Yoav Goldberg, Francis M. Tyers

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018