Shauli Ravfogel
31 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Conference Polyglot (8) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(10)
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Conference Polyglot
(8)
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Academic Marathon
(7)
π€
Dynamic Duo
(22)
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Deep Specialist
(11)
π§¬
Topic Evolution
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Keyword Champion
(5)
β
The Questioner
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Trend Setter
ποΈ
Keyword Collector
(155)
π₯
Unstoppable
(8)
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Century Club
(31)
β‘
Prolific Year
(7)
Conferences
EMNLP (13)
ACL (7)
NAACL (3)
NIPS (3)
ICML (2)
CONLL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
representation learning
(8)
concept erasure
(5)
language model
(4)
agreement prediction
(4)
bias mitigation
(4)
neural representation
(3)
causal inference
(3)
counterfactual intervention
(2)
gender bia
(2)
extractive search
(2)
linear classifier
(2)
syntactic structure
(2)
model interpretability
(2)
relative clause
(2)
cross-lingual transfer
(2)
information extraction
(2)
transfer learning
(2)
text-to-image generation
(2)
neural retrieval
(2)
structured information
(2)
Papers
Intrinsic Test of Unlearning Using Parametric Knowledge Traces
EMNLP 2025
A Practical Method for Generating String Counterfactuals
NAACL 2025
Gumbel Counterfactual Generation From Language Models
ICLR 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
Representation Surgery: Theory and Practice of Affine Steering
ICML 2024
On Affine Homotopy between Language Encoders
NIPS 2024
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
NIPS 2023
LEACE: Perfect linear concept erasure in closed form
NIPS 2023
Log-linear Guardedness and its Implications
ACL 2023
Conformal Nucleus Sampling
ACL 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
ACL 2023
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models
EMNLP 2023
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers
EMNLP 2023
Linear Adversarial Concept Erasure
ICML 2022
Adversarial Concept Erasure in Kernel Space
EMNLP 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models
EMNLP 2022
Analyzing Gender Representation in Multilingual Models
ACL 2022
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
ACL 2022
Ab Antiquo: Neural Proto-language Reconstruction
NAACL 2021
Contrastive Explanations for Model Interpretability
EMNLP 2021
Neural Extractive Search
ACL 2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction
EMNLP 2021
Neural Extractive Search
IJCNLP 2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction
CONLL 2021
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
EMNLP 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection
ACL 2020
Itβs not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT
EMNLP 2020
The Extraordinary Failure of Complement Coercion Crowdsourcing
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