{"total":28,"rows":[{"id":"2306.03819","title":"LEACE: Perfect linear concept erasure in closed form","created":"2023-06-06","cited_by_count":267,"area":null},{"id":"2309.17410","title":"Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks","created":"2023-09-29","cited_by_count":158,"area":null},{"id":"2506.11618","title":"Convergent Linear Representations of Emergent Misalignment","created":"2025-06-13","cited_by_count":71,"area":null},{"id":"2305.10204","title":"Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection","created":"2023-05-17","cited_by_count":25,"area":null},{"id":"2302.13319","title":"Efficient fair PCA for fair representation learning","created":"2023-02-26","cited_by_count":23,"area":null},{"id":"2212.04273","title":"Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection","created":"2022-12-08","cited_by_count":17,"area":null},{"id":"2311.04354","title":"Uncovering Intermediate Variables in Transformers using Circuit Probing","created":"2023-11-07","cited_by_count":12,"area":null},{"id":"2408.15510","title":"How Reliable are Causal Probing Interventions?","created":"2024-08-28","cited_by_count":11,"area":null},{"id":"2302.02997","title":"Erasure of Unaligned Attributes from Neural Representations","created":"2023-02-06","cited_by_count":6,"area":null},{"id":"2503.20098","title":"Fundamental Limits of Perfect Concept Erasure","created":"2025-03-25","cited_by_count":6,"area":null},{"id":"2506.12217","title":"From Emergence to Control: Probing and Modulating Self-Reflection in Language Models","created":"2025-06-13","cited_by_count":6,"area":null},{"id":"2310.15513","title":"A Joint Matrix Factorization Analysis of Multilingual Representations","created":"2023-10-24","cited_by_count":5,"area":null},{"id":"2303.00333","title":"Competence-Based Analysis of Language Models","created":"2023-03-01","cited_by_count":4,"area":null},{"id":"2506.10703","title":"Preserving Task-Relevant Information Under Linear Concept Removal","created":"2025-06-12","cited_by_count":4,"area":null},{"id":"2402.00711","title":"Explaining Text Classifiers with Counterfactual Representations","created":"2024-02-01","cited_by_count":3,"area":null},{"id":"2405.13039","title":"Surgical Feature-Space Decomposition of LLMs: Why, When and How?","created":"2024-05-17","cited_by_count":2,"area":null},{"id":"2406.00787","title":"Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation","created":"2024-06-02","cited_by_count":2,"area":null},{"id":"2603.07529","title":"Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure","created":"2026-03-08","cited_by_count":2,"area":null},{"id":"2605.01381","title":"A framework for analyzing concept representations in neural models","created":"2026-05-02","cited_by_count":2,"area":null},{"id":"2210.10012","title":"Log-linear Guardedness and its Implications","created":"2022-10-18","cited_by_count":1,"area":null},{"id":"2305.13583","title":"Cross-Attention is Not Enough: Incongruity-Aware Dynamic Hierarchical Fusion for Multimodal Affect Recognition","created":"2023-05-23","cited_by_count":1,"area":null},{"id":"2506.11244","title":"Iterative Multilingual Spectral Attribute Erasure","created":"2025-06-12","cited_by_count":1,"area":null},{"id":"2608.10566","title":"Iterative Erasure Count Is Not an Affine-Invariant Concept Dimension","created":"2026-08-11","cited_by_count":1,"area":null},{"id":"2410.12511","title":"Advancing Fairness in Natural Language Processing: From Traditional Methods to Explainability","created":"2024-10-16","cited_by_count":0,"area":null},{"id":"2507.12021","title":"Incorporating Fairness Constraints into Archetypal Analysis","created":"2025-07-16","cited_by_count":0,"area":null},{"id":"2604.05296","title":"From Measurement to Mitigation: Quantifying and Reducing Identity Leakage in Image Representation Encoders with Linear Subspace Removal","created":"2026-04-07","cited_by_count":0,"area":null},{"id":"2606.12088","title":"Debiasing Without Protected Attributes: Latent Concept Erasure from Textual Profiles","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2610.16745","title":"Before Attention Sinks Form: Hidden-State Geometry Reveals and Modulates Their Formation","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}