model-editing

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Must-read Papers on Knowledge Editing for Large Language Models.

A resource repository for machine unlearning in large language models

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)

Jacobian-Brainwash : A manual alignment tool for large language models built on Anthropic's Jacobian Lens. Results are exportable.

Automated alignment adjustment for LLMs — direct steering, LoRA, and MoE expert-granular abliteration, optimized via multi-objective Optuna TPE.

[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers

Decomposing and Editing Predictions by Modeling Model Computation

AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.

Reproducible refusal-subspace editing and TP=2 deployment of DeepSeek V4 Flash 0731 on two DGX Sparks

Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)

[ACL 2025] How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

Representation Surgery for Multi-Task Model Merging. ICML, 2024.

AnyEdit: Edit Any Knowledge Encoded in Language Models, ICML 2025

[EMNLP 2024] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.

[ACL 2025] Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

[ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing

[AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updates

Dataset for Unified Editing, EMNLP 2023. This is a model editing dataset where edits are natural language phrases.