Shauli Ravfogel
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Multimodal Machine Learning Applications
Most-Cited Works
- → BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models(2022)627 cited
- → Measuring and Improving Consistency in Pretrained Language Models(2021)180 cited
- → Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals(2021)115 cited
- → Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation(2023)60 cited
- → Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction(2021)48 cited
- → Can LSTM Learn to Capture Agreement? The Case of Basque(2018)41 cited
- → Studying the Inductive Biases of(2019)38 cited
- → DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models(2022)34 cited
- When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions(2020)