Cover Image

Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiang, Weipeng, Zhai, Juan, Ma, Shiqing, Lei, Ziyan, Xie, Xiaofei, Wang, Yige, Shen, Chao
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language Machine Learning I.2.7; D.2.5; I.2.0
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy
by: Dumitru, Razvan-Gabriel, et al.
Published: (2024)

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games
by: Wu, Dekun, et al.
Published: (2023)

TwinVoice: A Multi-dimensional Benchmark Towards Digital Twins via LLM Persona Simulation
by: Du, Bangde, et al.
Published: (2025)

ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration
by: Deng, Minghang, et al.
Published: (2025)

Cross-lingual Transfer in Programming Languages: An Extensive Empirical Study
by: Baltaji, Razan, et al.
Published: (2023)

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings
by: Osborne, Philip, et al.
Published: (2025)

Syntactic Blind Spots: How Misalignment Leads to LLMs Mathematical Errors
by: Williamson, Dane, et al.
Published: (2025)

Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval
by: Bayarri-Planas, Jordi, et al.
Published: (2024)

LLMs and the Human Condition
by: Wallis, Peter
Published: (2024)

A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19
by: Khandelwal, Vedant, et al.
Published: (2024)

Automated Circuit Interpretation via Probe Prompting
by: Birardi, Giuseppe
Published: (2025)

AuditRepairBench: A Paired-Execution Trace Corpus for Evaluator-Channel Ranking Instability in Agent Repair
by: Hu, Yuelin, et al.
Published: (2026)

Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models
by: Venkatasubramanian, Venkat, et al.
Published: (2024)

Graph Language Models
by: Plenz, Moritz, et al.
Published: (2024)

CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)

RelRepair: Enhancing Automated Program Repair by Retrieving Relevant Code
by: Liu, Shunyu, et al.
Published: (2025)

ContextBench: A Benchmark for Context Retrieval in Coding Agents
by: Li, Han, et al.
Published: (2026)

LLMs Aren't Human: A Critical Perspective on LLM Personality
by: Zierahn, Kim, et al.
Published: (2026)

QuickSilver -- Speeding up LLM Inference through Dynamic Token Halting, KV Skipping, Contextual Token Fusion, and Adaptive Matryoshka Quantization
by: Khanna, Danush, et al.
Published: (2025)

ChemPro: A Progressive Chemistry Benchmark for Large Language Models
by: Baranwal, Aaditya, et al.
Published: (2026)

GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair
by: Liu, Zhuoyao, et al.
Published: (2026)

VeriPlan: Integrating Formal Verification and LLMs into End-User Planning
by: Lee, Christine, et al.
Published: (2025)

Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
by: Wang, Zixu, et al.
Published: (2026)

Aspect-Based Sentiment Analysis for Future Tourism Experiences: A BERT-MoE Framework for Persian User Reviews
by: Taskooh, Hamidreza Kazemi, et al.
Published: (2026)

Beyond Deep Learning: Speech Segmentation and Phone Classification with Neural Assemblies
by: Adelson, Trevor, et al.
Published: (2026)

Knowledge-Aware Iterative Retrieval for Multi-Agent Systems
by: Song, Seyoung
Published: (2025)

CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge
by: Guo, Willis, et al.
Published: (2024)

Perturbation Dose Responses in Recursive LLM Loops: Raw Switching, Stochastic Floors, and Persistent Escape under Append, Replace, and Dialog Updates
by: Kaplanski, Pawel
Published: (2026)

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
by: Palit, Sayon, et al.
Published: (2025)

The Curious Case of In-Training Compression of State Space Models
by: Chahine, Makram, et al.
Published: (2025)

Social Learning through Interactions with Other Agents: A Survey
by: Hillier, Dylan, et al.
Published: (2024)

OpenAI Cribbed Our Tax Example, But Can GPT-4 Really Do Tax?
by: Blair-Stanek, Andrew, et al.
Published: (2023)

MATH-PT: A Math Reasoning Benchmark for European and Brazilian Portuguese
by: Teixeira, Tiago, et al.
Published: (2026)

NRR-Phi: Text-to-State Mapping for Ambiguity Preservation in LLM Inference
by: Saito, Kei
Published: (2026)

The Limits of Obliviate: Evaluating Unlearning in LLMs via Stimulus-Knowledge Entanglement-Behavior Framework
by: Shah, Aakriti, et al.
Published: (2025)

BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks
by: Gandhi, Shubham, et al.
Published: (2024)

CIFE: Code Instruction-Following Evaluation
by: Gunnu, Sravani, et al.
Published: (2025)

Addressing Data Leakage in HumanEval Using Combinatorial Test Design
by: Bradbury, Jeremy S., et al.
Published: (2024)

Quaternion Convolutional Neural Networks: Current Advances and Future Directions
by: Altamirano-Gomez, Gerardo, et al.
Published: (2023)

h4rm3l: A language for Composable Jailbreak Attack Synthesis
by: Doumbouya, Moussa Koulako Bala, et al.
Published: (2024)