Methods › General › Meta-Learning Algorithms › MEND

MODEL EDITOR NETWORKS WITH GRADIENT DECOMPOSITION

MEND

11 papers tagged archive 2025-07-28

Introduced by Eric Mitchell et al. in Fast Model Editing at Scale

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

The archive carries no description for this method.

Papers archive 2025-07-28

11 shown of 11, 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.

• PropMEND: Hypernetworks for Knowledge Propagation in LLMs
  10 Jun 2025 · 1 repository · arXiv:2506.08920
• Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training
  25 Feb 2025 · 0 repositories · arXiv:2502.17800
• Declarative Knowledge Distillation from Large Language Models for Visual Question Answering Datasets
  12 Oct 2024 · 1 repository · arXiv:2410.09428
• From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
  16 Sep 2024 · 0 repositories · arXiv:2409.10245
• Transformers Can Do Arithmetic with the Right Embeddings
  27 May 2024 · 1 repository · arXiv:2405.17399
  Syntology ran 12 of 13 samples · 1 unverified
• VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark
  12 Mar 2024 · 1 repository · arXiv:2403.07350
  Syntology ran 20 of 25 samples · 5 unverified
• MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning
  11 Mar 2024 · 1 repository · arXiv:2403.06914
  Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
• A Comprehensive Study of Knowledge Editing for Large Language Models
  2 Jan 2024 · 2 repositories · arXiv:2401.01286
• Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix
  4 Oct 2023 · 0 repositories · arXiv:2310.02606
• An Analysis of Dialogue Repair in Virtual Voice Assistants
  13 Jul 2023 · 0 repositories · arXiv:2307.07076
• Fast Model Editing at Scale
  21 Oct 2021 · 3 repositories · arXiv:2110.11309
  Syntology ran 1 of 1 samples · 0 unverified

Tasks archive 2025-07-28

18 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