Cover Image

Keys to Robust Edits: from Theoretical Insights to Practical Advances

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yan, Jianhao, Wang, Futing, Luo, Yun, Li, Yafu, Zhang, Yue
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Potential and Challenges of Model Editing for Social Debiasing
by: Yan, Jianhao, et al.
Published: (2024)

ELICIT: LLM Augmentation via External In-Context Capability
by: Wang, Futing, et al.
Published: (2024)

What Have We Achieved on Non-autoregressive Translation?
by: Li, Yafu, et al.
Published: (2024)

RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation Instruction
by: Yan, Jianhao, et al.
Published: (2025)

Understanding In-Context Learning from Repetitions
by: Yan, Jianhao, et al.
Published: (2023)

Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning
by: Wang, Futing, et al.
Published: (2026)

Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
by: Wang, Zhilin, et al.
Published: (2025)

RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models
by: Yan, Jianhao, et al.
Published: (2024)

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
by: Luo, Yun, et al.
Published: (2023)

Learning to Reason under Off-Policy Guidance
by: Yan, Jianhao, et al.
Published: (2025)

KVSlimmer: Theoretical Insights and Practical Optimizations for Asymmetric KV Merging
by: Liu, Lianjun, et al.
Published: (2026)

LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation
by: Yin, Yongjing, et al.
Published: (2024)

GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels
by: Yan, Jianhao, et al.
Published: (2024)

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models
by: He, Guoxiu, et al.
Published: (2025)

Detecting RLVR Training Data via Structural Convergence of Reasoning
by: Zhang, Hongbo, et al.
Published: (2026)

Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text
by: Li, Yafu, et al.
Published: (2024)

Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
by: Li, Yafu, et al.
Published: (2025)

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence
by: Ren, Wanying, et al.
Published: (2026)

Benchmarking GPT-4 against Human Translators: A Comprehensive Evaluation Across Languages, Domains, and Expertise Levels
by: Yan, Jianhao, et al.
Published: (2024)

AnyEdit: Edit Any Knowledge Encoded in Language Models
by: Jiang, Houcheng, et al.
Published: (2025)

MAGE: Machine-generated Text Detection in the Wild
by: Li, Yafu, et al.
Published: (2023)

SEE: Continual Fine-tuning with Sequential Ensemble of Experts
by: Wang, Zhilin, et al.
Published: (2025)

Dynamics of Instruction Fine-Tuning for Chinese Large Language Models
by: Song, Chiyu, et al.
Published: (2023)

Characterizing, Evaluating, and Optimizing Complex Reasoning
by: Zhang, Haoran, et al.
Published: (2026)

Draft-OPD: On-Policy Distillation for Speculative Draft Models
by: Lei, Haodi, et al.
Published: (2026)

Task Calibration: Calibrating Large Language Models on Inference Tasks
by: Li, Yingjie, et al.
Published: (2024)

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

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
by: Li, Yafu, et al.
Published: (2025)

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

Towards an AI Musician: Synthesizing Sheet Music Problems for Musical Reasoning
by: Wang, Zhilin, et al.
Published: (2025)

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Deliberation
by: Zhang, Haoran, et al.
Published: (2025)

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
by: Chen, Shuang, et al.
Published: (2025)

Let the Code LLM Edit Itself When You Edit the Code
by: He, Zhenyu, et al.
Published: (2024)

Multi-LLM Collaborative Search for Complex Problem Solving
by: Yang, Sen, et al.
Published: (2025)

Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model
by: Ding, Bowen, et al.
Published: (2025)

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

ChuLo: Chunk-Level Key Information Representation for Long Document Understanding
by: Li, Yan, et al.
Published: (2024)

Trace and Edit Relation Associations in GPT
by: Li, Jiahang, et al.
Published: (2023)

Robust Detection of Watermarks for Large Language Models Under Human Edits
by: Li, Xiang, et al.
Published: (2024)