Shauli Ravfogel
29 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(24)
Machine Learning
(23)
Core AI
(23)
Deep Learning
(14)
Natural Language Processing
(14)
Application Areas
(9)
Learning Types Β· Machine Learning
(9)
Core Methods
(8)
Learning Types Β· Deep Learning
(8)
Optimization & Theory
(6)
Resources & Methods
(6)
Applications
(5)
Models
(4)
Understanding
(4)
Interdisciplinary
(3)
Keywords
representation learning
(7)
language model
(5)
concept erasure
(5)
bias mitigation
(5)
causal inference
(3)
neural representation
(3)
agreement prediction
(3)
model interpretability
(2)
cross-lingual transfer
(2)
counterfactual generation
(2)
transfer learning
(2)
text-to-image generation
(2)
linear classifier
(2)
gender bia
(2)
language model adaptation
(1)
in-context learning
(1)
algorithmic fairness
(1)
data augmentation
(1)
natural language inference
(1)
few-shot learning
(1)
Papers
A Practical Method for Generating String Counterfactuals
NAACL 2025
Gumbel Counterfactual Generation From Language Models
ICLR 2025
Intrinsic Test of Unlearning Using Parametric Knowledge Traces
EMNLP 2025
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure
EMNLP 2025
Language Concept Erasure for Language-invariant Dense Retrieval
EMNLP 2024
On Affine Homotopy between Language Encoders
NeurIPS 2024
Representation Surgery: Theory and Practice of Affine Steering
ICML 2024
Conformal Nucleus Sampling
ACL 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
ACL 2023
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers
EMNLP 2023
LEACE: Perfect linear concept erasure in closed form
NeurIPS 2023
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
NeurIPS 2023
Log-linear Guardedness and its Implications
ACL 2023
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models
EMNLP 2023
Adversarial Concept Erasure in Kernel Space
EMNLP 2022
Analyzing Gender Representation in Multilingual Models
ACL 2022
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
ACL 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models
EMNLP 2022
Linear Adversarial Concept Erasure
ICML 2022
Ab Antiquo: Neural Proto-language Reconstruction
NAACL 2021
Contrastive Explanations for Model Interpretability
EMNLP 2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction
CoNLL 2021
Neural Extractive Search
ACL 2021
Itβs not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT
EMNLP 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection
ACL 2020
The Extraordinary Failure of Complement Coercion Crowdsourcing
EMNLP 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
EMNLP 2020
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages
NAACL 2019
Can LSTM Learn to Capture Agreement? The Case of Basque
EMNLP 2018