KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs
Fuente:
arXiv
Guardado en:
| Autores principales: | Pei, Aihua, Yang, Zehua, Zhu, Shunan, Cheng, Ruoxi, Jia, Ju, Wang, Lina |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
por: Pei, Aihua, et al.
Publicado: (2024)
por: Pei, Aihua, et al.
Publicado: (2024)
AA-Omniscience: Evaluating Cross-Domain Knowledge Reliability in Large Language Models
por: Jackson, Declan, et al.
Publicado: (2025)
por: Jackson, Declan, et al.
Publicado: (2025)
Knowledge Graph-Enhanced Large Language Models via Path Selection
por: Liu, Haochen, et al.
Publicado: (2024)
por: Liu, Haochen, et al.
Publicado: (2024)
Cross-Modal Knowledge Distillation for Speech Large Language Models
por: Wang, Enzhi, et al.
Publicado: (2025)
por: Wang, Enzhi, et al.
Publicado: (2025)
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models
por: Wawrzik, Frank, et al.
Publicado: (2024)
por: Wawrzik, Frank, et al.
Publicado: (2024)
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
por: Wang, Yuqi, et al.
Publicado: (2024)
por: Wang, Yuqi, et al.
Publicado: (2024)
Behavioral Fingerprinting of Large Language Models
por: Pei, Zehua, et al.
Publicado: (2025)
por: Pei, Zehua, et al.
Publicado: (2025)
Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs
por: Huang, Yuxuan
Publicado: (2023)
por: Huang, Yuxuan
Publicado: (2023)
Evaluating the Retrieval Robustness of Large Language Models
por: Cao, Shuyang, et al.
Publicado: (2025)
por: Cao, Shuyang, et al.
Publicado: (2025)
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
por: Tang, Jianheng, et al.
Publicado: (2024)
por: Tang, Jianheng, et al.
Publicado: (2024)
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
por: Sel, Bilgehan, et al.
Publicado: (2023)
por: Sel, Bilgehan, et al.
Publicado: (2023)
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
por: Luo, Linhao, et al.
Publicado: (2023)
por: Luo, Linhao, et al.
Publicado: (2023)
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models
por: Zhang, Yongheng, et al.
Publicado: (2025)
por: Zhang, Yongheng, et al.
Publicado: (2025)
GLoRE: Evaluating Logical Reasoning of Large Language Models
por: liu, Hanmeng, et al.
Publicado: (2023)
por: liu, Hanmeng, et al.
Publicado: (2023)
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application
por: Yang, Chuanpeng, et al.
Publicado: (2024)
por: Yang, Chuanpeng, et al.
Publicado: (2024)
Combining Knowledge Graphs and Large Language Models
por: Kau, Amanda, et al.
Publicado: (2024)
por: Kau, Amanda, et al.
Publicado: (2024)
Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models
por: Jia, Boyu, et al.
Publicado: (2025)
por: Jia, Boyu, et al.
Publicado: (2025)
Cross-Lingual Knowledge Editing in Large Language Models
por: Wang, Jiaan, et al.
Publicado: (2023)
por: Wang, Jiaan, et al.
Publicado: (2023)
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs
por: Liu, Xiaoze, et al.
Publicado: (2024)
por: Liu, Xiaoze, et al.
Publicado: (2024)
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
por: Wang, Fali, et al.
Publicado: (2024)
por: Wang, Fali, et al.
Publicado: (2024)
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark
por: Choi, Minje, et al.
Publicado: (2023)
por: Choi, Minje, et al.
Publicado: (2023)
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
por: Wei, Yanbin, et al.
Publicado: (2024)
por: Wei, Yanbin, et al.
Publicado: (2024)
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models
por: Tu, Shangqing, et al.
Publicado: (2024)
por: Tu, Shangqing, et al.
Publicado: (2024)
Evaluating Large Language Models for Generalization and Robustness via Data Compression
por: Li, Yucheng, et al.
Publicado: (2024)
por: Li, Yucheng, et al.
Publicado: (2024)
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model
por: Kim, Daehee, et al.
Publicado: (2024)
por: Kim, Daehee, et al.
Publicado: (2024)
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
por: Wang, Fei, et al.
Publicado: (2024)
por: Wang, Fei, et al.
Publicado: (2024)
Exploring Large Language Models for Knowledge Graph Completion
por: Yao, Liang, et al.
Publicado: (2023)
por: Yao, Liang, et al.
Publicado: (2023)
Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation
por: Nie, Chaojun, et al.
Publicado: (2025)
por: Nie, Chaojun, et al.
Publicado: (2025)
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
por: Ma, Xingyu, et al.
Publicado: (2024)
por: Ma, Xingyu, et al.
Publicado: (2024)
GS-KGC: A Generative Subgraph-based Framework for Knowledge Graph Completion with Large Language Models
por: Yang, Rui, et al.
Publicado: (2024)
por: Yang, Rui, et al.
Publicado: (2024)
Robust Knowledge Extraction from Large Language Models using Social Choice Theory
por: Potyka, Nico, et al.
Publicado: (2023)
por: Potyka, Nico, et al.
Publicado: (2023)
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
por: Liu, Yang, et al.
Publicado: (2024)
por: Liu, Yang, et al.
Publicado: (2024)
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
por: Yang, Linyao, et al.
Publicado: (2023)
por: Yang, Linyao, et al.
Publicado: (2023)
Bridging Domain Knowledge and Process Discovery Using Large Language Models
por: Norouzifar, Ali, et al.
Publicado: (2024)
por: Norouzifar, Ali, et al.
Publicado: (2024)
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion
por: Liu, Ben, et al.
Publicado: (2024)
por: Liu, Ben, et al.
Publicado: (2024)
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement
por: Yang, Rui, et al.
Publicado: (2023)
por: Yang, Rui, et al.
Publicado: (2023)
KaLM: Knowledge-aligned Autoregressive Language Modeling via Dual-view Knowledge Graph Contrastive Learning
por: Yu, Peng, et al.
Publicado: (2024)
por: Yu, Peng, et al.
Publicado: (2024)
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs
por: Chen, Hanzhu, et al.
Publicado: (2024)
por: Chen, Hanzhu, et al.
Publicado: (2024)
Large Language Models for Knowledge Graph Embedding: A Survey
por: Liu, Bingchen, et al.
Publicado: (2025)
por: Liu, Bingchen, et al.
Publicado: (2025)
Unifying Large Language Models and Knowledge Graphs: A Roadmap
por: Pan, Shirui, et al.
Publicado: (2023)
por: Pan, Shirui, et al.
Publicado: (2023)
Ejemplares similares
-
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
por: Pei, Aihua, et al.
Publicado: (2024) -
AA-Omniscience: Evaluating Cross-Domain Knowledge Reliability in Large Language Models
por: Jackson, Declan, et al.
Publicado: (2025) -
Knowledge Graph-Enhanced Large Language Models via Path Selection
por: Liu, Haochen, et al.
Publicado: (2024) -
Cross-Modal Knowledge Distillation for Speech Large Language Models
por: Wang, Enzhi, et al.
Publicado: (2025) -
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models
por: Wawrzik, Frank, et al.
Publicado: (2024)