Methods › Natural Language Processing › Inference Extrapolation › Patching

Activation Patching

Patching

102 papers tagged archive 2025-07-28

Introduced by Asma Ghandeharioun et al. in Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 102, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Data Augmentation in Time Series Forecasting through Inverted Framework
  15 Jul 2025 · 0 repositories · arXiv:2507.11439
• Adversarial Activation Patching: A Framework for Detecting and Mitigating Emergent Deception in Safety-Aligned Transformers
  12 Jul 2025 · 0 repositories · arXiv:2507.09406
• Unpatchable Vulnerabilities in Windows 10/11: Security Report 2025
  10 Jul 2025 · 0 repositories
• Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
  25 Jun 2025 · 1 repository · arXiv:2506.20251
  Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
• SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
  13 Jun 2025 · 1 repository · arXiv:2506.11791
• Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers
  10 Jun 2025 · 0 repositories · arXiv:2506.08641
• Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models
  9 Jun 2025 · 1 repository · arXiv:2506.07468
  Syntology ran 6 of 17 samples · 11 unverified · 1 pointer-only (licence)
• A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair
  5 Jun 2025 · 0 repositories · arXiv:2506.04987
• Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
  29 May 2025 · 0 repositories · arXiv:2505.23701
• Foundation Model for Wireless Technology Recognition Using IQ Timeseries
  26 May 2025 · 0 repositories · arXiv:2505.19390
• From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance
  26 May 2025 · 1 repository · arXiv:2505.20229
• Co-PatcheR: Collaborative Software Patching with Component(s)-specific Small Reasoning Models
  25 May 2025 · 0 repositories · arXiv:2505.18955
• Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design
  22 May 2025 · 0 repositories · arXiv:2505.16979
• Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs
  20 May 2025 · 1 repository · arXiv:2505.14530
• SPIRIT: Patching Speech Language Models against Jailbreak Attacks
  18 May 2025 · 0 repositories · arXiv:2505.13541
• SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models
  13 May 2025 · 0 repositories · arXiv:2505.08768
• Unpacking Robustness in Inflectional Languages: Adversarial Evaluation and Mechanistic Insights
  8 May 2025 · 0 repositories · arXiv:2505.07856
• Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal Interventions
  4 May 2025 · 1 repository · arXiv:2505.02154
• The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them)
  1 May 2025 · 0 repositories · arXiv:2505.00626
• HSE: A plug-and-play module for unified fault diagnosis foundation models
  26 Apr 2025 · 1 repository
• MIB: A Mechanistic Interpretability Benchmark
  17 Apr 2025 · 1 repository · arXiv:2504.13151
  Syntology ran 3 of 3 samples · 0 unverified
• How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective
  10 Apr 2025 · 1 repository · arXiv:2504.07898
• Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation Patching
  3 Apr 2025 · 1 repository · arXiv:2504.02976
• Reverse-Engineering the Retrieval Process in GenIR Models
  25 Mar 2025 · 1 repository · arXiv:2503.19715
• Sentinel: Multi-Patch Transformer with Temporal and Channel Attention for Time Series Forecasting
  22 Mar 2025 · 0 repositories · arXiv:2503.17658
• A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation
  17 Mar 2025 · 0 repositories · arXiv:2503.12899
• TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research
  17 Mar 2025 · 0 repositories · arXiv:2503.12730
• Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection
  8 Mar 2025 · 0 repositories · arXiv:2503.06237
• TimeFound: A Foundation Model for Time Series Forecasting
  6 Mar 2025 · 0 repositories · arXiv:2503.04118
• Superscopes: Amplifying Internal Feature Representations for Language Model Interpretation
  3 Mar 2025 · 1 repository · arXiv:2503.02078

Tasks archive 2025-07-28

20 shown of 118 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections