Image de couverture de livre

KGGen: Extracting Knowledge Graphs from Plain Text with Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Mo, Belinda, Yu, Kyssen, Kazdan, Joshua, Cabezas, Joan, Mpala, Proud, Yu, Lisa, Cundy, Chris, Kanatsoulis, Charilaos, Koyejo, Sanmi
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence Information Retrieval Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Efficient Prediction of Pass@k Scaling in Large Language Models
par: Kazdan, Joshua, et autres
Publié: (2025)

No, of Course I Can! Deeper Fine-Tuning Attacks That Bypass Token-Level Safety Mechanisms
par: Kazdan, Joshua, et autres
Publié: (2025)

Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation
par: Huang, Rizhuo, et autres
Publié: (2026)

The Utility and Complexity of in- and out-of-Distribution Machine Unlearning
par: Allouah, Youssef, et autres
Publié: (2024)

Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF
par: Belakaria, Syrine, et autres
Publié: (2025)

Position: Model Collapse Does Not Mean What You Think
par: Schaeffer, Rylan, et autres
Publié: (2025)

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
par: Tan, Jiejun, et autres
Publié: (2024)

Understanding Adversarial Transfer: Why Representation-Space Attacks Fail Where Data-Space Attacks Succeed
par: Gupta, Isha, et autres
Publié: (2025)

WindMiL: Equivariant Graph Learning for Wind Loading Prediction
par: Vargiemezis, Themistoklis, et autres
Publié: (2025)

Knowledge Graph Pruning for Recommendation
par: Lin, Fake, et autres
Publié: (2024)

Building Contextual Knowledge Graphs for Personalized Learning Recommendations using Text Mining and Semantic Graph Completion
par: Abu-Rasheed, Hasan, et autres
Publié: (2024)

Knowledge Graph-based Session Recommendation with Adaptive Propagation
par: Wang, Yu, et autres
Publié: (2024)

T-GAE: Transferable Graph Autoencoder for Network Alignment
par: He, Jiashu, et autres
Publié: (2023)

Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
par: Dong, Yuxin, et autres
Publié: (2024)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
par: Lei, Yongjia, et autres
Publié: (2025)

Enhancing Spectral Knowledge Interrogation: A Reliable Retrieval-Augmented Generative Framework on Large Language Models
par: Liang, Jiheng, et autres
Publié: (2024)

Towards a Knowledge Graph for Teaching Knowledge Graphs
par: Ilkou, Eleni, et autres
Publié: (2024)

Items Proxy Bridging: Enabling Frictionless Critiquing in Knowledge Graph Recommendations
par: Zhang, Huanyu, et autres
Publié: (2025)

Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction
par: Qi, Jing, et autres
Publié: (2026)

Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM
par: Yang, Yuxin, et autres
Publié: (2025)

PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models
par: Liu, Yu, et autres
Publié: (2025)

mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs
par: Xu, Chuan, et autres
Publié: (2025)

TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models
par: Zhao, Xinkui, et autres
Publié: (2025)

RAG Meets Temporal Graphs: Time-Sensitive Modeling and Retrieval for Evolving Knowledge
par: Han, Jiale, et autres
Publié: (2025)

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
par: Lairgi, Yassir, et autres
Publié: (2024)

Injecting Knowledge Graphs into Large Language Models
par: Coppolillo, Erica
Publié: (2025)

UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text
par: Pramanik, Soumajit, et autres
Publié: (2021)

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation
par: Zhang, Ze Yu, et autres
Publié: (2025)

TComQA: Extracting Temporal Commonsense from Text
par: Nair, Lekshmi R, et autres
Publié: (2025)

Knowledge Graph Context-Enhanced Diversified Recommendation
par: Liu, Xiaolong, et autres
Publié: (2023)

Traceable Drug Recommendation over Medical Knowledge Graphs
par: Lin, Yu, et autres
Publié: (2025)

Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph
par: Xiong, Qiushi, et autres
Publié: (2025)

KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis
par: Deng, Guanzhi, et autres
Publié: (2025)

Knowledge graph-based personalized multimodal recommendation fusion framework
par: Fang, Yu
Publié: (2025)

Universal Music Representations? Evaluating Foundation Models on World Music Corpora
par: Papaioannou, Charilaos, et autres
Publié: (2025)

Ontology-Compliant Knowledge Graphs
par: Qiang, Zhangcheng
Publié: (2026)

Synergizing Knowledge Graphs with Large Language Models: A Comprehensive Review and Future Prospects
par: Li, DaiFeng, et autres
Publié: (2024)

Coherency Improved Explainable Recommendation via Large Language Model
par: Liu, Shijie, et autres
Publié: (2025)

Enhancing Lexicon-Based Text Embeddings with Large Language Models
par: Lei, Yibin, et autres
Publié: (2025)

Comprehending Knowledge Graphs with Large Language Models for Recommender Systems
par: Cui, Ziqiang, et autres
Publié: (2024)