conftrace_

model editing

159 papers

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Co-occurring keywords

knowledge editing (295) large language model (13587) language model (4599) machine unlearning (290) diffusion model (3751) knowledge updating (33) factual knowledge (131) sequential editing (15) concept erasure (31) knowledge update (25)

Papers

Towards a Principled Evaluation of Knowledge Editors ACL 2025
Context-Robust Knowledge Editing for Language Models ACL 2025
Editing Memories Through Few Targeted Neurons AAAI 2025
Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data AACL 2025
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025
Exploiting Edited Large Language Models as General Scientific Optimizers NAACL 2025
CoME: An Unlearning-based Approach to Conflict-free Model Editing NAACL 2025
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance NAACL 2025
On Localizing and Deleting Toxic Memories in Large Language Models NAACL 2025
Reversed Attention: On The Gradient Descent Of Attention Layers In GPT NAACL 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification AAAI 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025
DocMEdit: Towards Document-Level Model Editing ACL 2025
Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025
Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ACL 2025
SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models ICCV 2025
Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025
Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025
Precise In-Parameter Concept Erasure in Large Language Models EMNLP 2025
Neuron-Level Sequential Editing for Large Language Models ACL 2025
Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025