Imagen de Portada

HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Yangfan, Sun, Tianyang, Tang, Chen, Liu, Jie, Cai, Wei, Jiang, Jingchi
Formato:	Preprint
Publicado:	2026
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling
por: Wang, Yangfan, et al.
Publicado: (2025)

Reinforced Lifelong Editing for Language Models
por: Li, Zherui, et al.
Publicado: (2025)

KA2L: A Knowledge-Aware Active Learning Framework for LLMs
por: Yin, Haoxuan, et al.
Publicado: (2026)

More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing
por: Ma, Xin, et al.
Publicado: (2026)

Learning to Edit: Aligning LLMs with Knowledge Editing
por: Jiang, Yuxin, et al.
Publicado: (2024)

AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models
por: Yan, Lian, et al.
Publicado: (2025)

Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs
por: Liu, Jinzhe, et al.
Publicado: (2025)

UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models
por: Gu, Xiaojie, et al.
Publicado: (2025)

WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs
por: Thede, Lukas, et al.
Publicado: (2025)

O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing
por: Cai, Yuchen, et al.
Publicado: (2024)

BetaEdit: Null-Space Constrained Sequential Model Editing
por: Liu, Bingqing, et al.
Publicado: (2026)

Rethinking Residual Distribution in Locate-then-Edit Model Editing
por: Li, Xiaopeng, et al.
Publicado: (2025)

EvoEdit: Lifelong Free-Text Knowledge Editing through Latent Perturbation Augmentation and Knowledge-driven Parameter Fusion
por: Cao, Pengfei, et al.
Publicado: (2025)

Beyond Local Edits: Embedding-Virtualized Knowledge for Broader Evaluation and Preservation of Model Editing
por: Liu, Shuainan, et al.
Publicado: (2026)

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
por: Fang, Junfeng, et al.
Publicado: (2024)

DeepEdit: Knowledge Editing as Decoding with Constraints
por: Wang, Yiwei, et al.
Publicado: (2024)

Steer2Edit: From Activation Steering to Component-Level Editing
por: Sun, Chung-En, et al.
Publicado: (2026)

Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
por: Chen, Qizhou, et al.
Publicado: (2024)

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
por: Hu, Chenhui, et al.
Publicado: (2024)

HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST
por: Zhang, Shuyu, et al.
Publicado: (2025)

FLEKE: Federated Locate-then-Edit Knowledge Editing
por: Zhao, Zongkai, et al.
Publicado: (2025)

ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models
por: Sun, Chung-En, et al.
Publicado: (2025)

UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
por: Chen, Qizhou, et al.
Publicado: (2025)

Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts
por: Chen, Qizhou, et al.
Publicado: (2024)

GeoEdit: Geometric Knowledge Editing for Large Language Models
por: Feng, Yujie, et al.
Publicado: (2025)

EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
por: Wu, Keming, et al.
Publicado: (2025)

ScEdit: Script-based Assessment of Knowledge Editing
por: Li, Xinye, et al.
Publicado: (2025)

Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit
por: Chen, Qizhou, et al.
Publicado: (2024)

LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models
por: Wang, Renzhi, et al.
Publicado: (2024)

EditGRPO: Reinforcement Learning with Post-Rollout Edits for Clinically Accurate Chest X-Ray Report Generation
por: Zhang, Kai, et al.
Publicado: (2025)

MotionEdit: Benchmarking and Learning Motion-Centric Image Editing
por: Wan, Yixin, et al.
Publicado: (2025)

EtCon: Edit-then-Consolidate for Reliable Knowledge Editing
por: Li, Ruilin, et al.
Publicado: (2025)

CobwebTM: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling
por: Singaravadivelan, Karthik, et al.
Publicado: (2026)

ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA
por: Li, Jiaang, et al.
Publicado: (2024)

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
por: Wang, Peng, et al.
Publicado: (2024)

BiasEdit: Debiasing Stereotyped Language Models via Model Editing
por: Xu, Xin, et al.
Publicado: (2025)

MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
por: Wang, Ke, et al.
Publicado: (2025)

HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning
por: Chen, Zhijian, et al.
Publicado: (2024)

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
por: Hu, Chenhui, et al.
Publicado: (2024)

The Anatomy of an Edit: Mechanism-Guided Activation Steering for Knowledge Editing
por: Cao, Yuan, et al.
Publicado: (2026)