| 2025 | EMNLP | The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure. | Yu Fan, Yang Tian, Shauli Ravfogel, Mrinmaya Sachan, Elliott Ash, Alexander Miserlis Hoyle |
| 2025 | EMNLP | Intrinsic Test of Unlearning Using Parametric Knowledge Traces. | Yihuai Hong, Lei Yu, Haiqin Yang, Shauli Ravfogel, Mor Geva |
| 2025 | ICLR | Gumbel Counterfactual Generation From Language Models. | Shauli Ravfogel, Anej Svete, Vsteinn Snbjarnarson, Ryan Cotterell |
| 2025 | NAACL | A Practical Method for Generating String Counterfactuals. | Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel |
| 2024 | EMNLP | Language Concept Erasure for Language-invariant Dense Retrieval. | Zhiqi Huang, Puxuan Yu, Shauli Ravfogel, James Allan |
| 2024 | ICML | Representation Surgery: Theory and Practice of Affine Steering. | Shashwat Singh, Shauli Ravfogel, Jonathan Herzig, Roee Aharoni, Ryan Cotterell, Ponnurangam Kumaraguru |
| 2023 | ACL | Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. | Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar |
| 2023 | ACL | Linear Guardedness and its Implications. | Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell |
| 2023 | ACL | Conformal Nucleus Sampling. | Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger |
| 2023 | EMNLP | Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers. | Mosh Levy, Shauli Ravfogel, Yoav Goldberg |
| 2023 | EMNLP | 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 |
| 2022 | ACL | BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. | Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel |
| 2022 | EMNLP | Adversarial Concept Erasure in Kernel Space. | Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell |
| 2022 | ICML | Linear Adversarial Concept Erasure. | Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell |
| 2021 | ACL | Neural Extractive Search. | Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg |
| 2021 | CoNLL | Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction. | Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg |
| 2021 | EMNLP | Contrastive Explanations for Model Interpretability. | Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg |
| 2021 | NAACL | Ab Antiquo: Neural Proto-language Reconstruction. | Carlo Meloni, Shauli Ravfogel, Yoav Goldberg |
| 2020 | ACL | Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection. | Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg |
| 2019 | NAACL | Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages. | Shauli Ravfogel, Yoav Goldberg, Tal Linzen |
| 2018 | EMNLP | Can LSTM Learn to Capture Agreement? The Case of Basque. | Shauli Ravfogel, Yoav Goldberg, Francis M. Tyers |