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 COSMIC: Generalized Refusal Direction Identification in LLM ActivationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Robust AI-Generated Text Detection by Restricted EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 |
 Mechanistic?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 |
 Geometric Signatures of Compositionality Across a Language Model's LifetimeAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 |
 AutoML-guided Fusion of Entity and LLM-based representationsIFIP Working Conference on Database Semantics (IWDS), 2024 |
 Characterizing Large Language Model Geometry Helps Solve Toxicity
Detection and GenerationInternational Conference on Machine Learning (ICML), 2023 |
 Cognitive Dissonance: Why Do Language Model Outputs Disagree with
Internal Representations of Truthfulness?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Outlier Dimensions Encode Task-Specific KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 LEACE: Perfect linear concept erasure in closed formNeural Information Processing Systems (NeurIPS), 2023 |
 BrainBERT: Self-supervised representation learning for intracranial
recordingsInternational Conference on Learning Representations (ICLR), 2023 |
 Syntax-guided Neural Module Distillation to Probe Compositionality in
Sentence EmbeddingsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Emergent World Representations: Exploring a Sequence Model Trained on a
Synthetic TaskInternational Conference on Learning Representations (ICLR), 2022 |
 Reprint: a randomized extrapolation based on principal components for
data augmentationSocial Science Research Network (SSRN), 2022 |
 Kernelized Concept ErasureConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Linear Adversarial Concept ErasureInternational Conference on Machine Learning (ICML), 2022 |
 Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces
with PseudowordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
