Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling
Fuente:
arXiv
Saved in:
| Main Authors: | Anuyah, Sydney, Kaushik, Mehedi Mahmud, Dwarampudi, Krishna, Shiradkar, Rakesh, Durresi, Arjan, Chakraborty, Sunandan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMs
by: Anuyah, Sydney, et al.
Published: (2026)
by: Anuyah, Sydney, et al.
Published: (2026)
An Empirical Study of Causal Relation Extraction Transfer: Design and Data
by: Anuyah, Sydney, et al.
Published: (2025)
by: Anuyah, Sydney, et al.
Published: (2025)
Benchmarking LLMs for Pairwise Causal Discovery in Biomedical and Multi-Domain Contexts
by: Anuyah, Sydney, et al.
Published: (2026)
by: Anuyah, Sydney, et al.
Published: (2026)
Multi-hop Question Answering over Knowledge Graphs using Large Language Models
by: Chakraborty, Abir
Published: (2024)
by: Chakraborty, Abir
Published: (2024)
Twitter Sentiment Analysis using Distributed Word and Sentence Representation
by: Reddy, Dwarampudi Mahidhar, et al.
Published: (2019)
by: Reddy, Dwarampudi Mahidhar, et al.
Published: (2019)
Understanding Graph Databases: A Comprehensive Tutorial and Survey
by: Anuyah, Sydney, et al.
Published: (2024)
by: Anuyah, Sydney, et al.
Published: (2024)
Construction of Knowledge Graph based on Language Model
by: Zhu, Qiubai, et al.
Published: (2026)
by: Zhu, Qiubai, et al.
Published: (2026)
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
by: He, Liyang, et al.
Published: (2025)
by: He, Liyang, et al.
Published: (2025)
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning
by: Prottasha, Nusrat Jahan, et al.
Published: (2024)
by: Prottasha, Nusrat Jahan, et al.
Published: (2024)
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models
by: Wawrzik, Frank, et al.
Published: (2024)
by: Wawrzik, Frank, et al.
Published: (2024)
Large Concept Models: Language Modeling in a Sentence Representation Space
by: LCM team, et al.
Published: (2024)
by: LCM team, et al.
Published: (2024)
Construction of Hyper-Relational Knowledge Graphs Using Pre-Trained Large Language Models
by: Datta, Preetha, et al.
Published: (2024)
by: Datta, Preetha, et al.
Published: (2024)
A Large Language Model Based Method for Complex Logical Reasoning over Knowledge Graphs
by: Zhang, Ziyan, et al.
Published: (2025)
by: Zhang, Ziyan, et al.
Published: (2025)
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
by: Wijesiriwardene, Thilini, et al.
Published: (2023)
by: Wijesiriwardene, Thilini, et al.
Published: (2023)
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization
by: Srivastava, Aseem, et al.
Published: (2024)
by: Srivastava, Aseem, et al.
Published: (2024)
From Symbolic to Natural-Language Relations: Rethinking Knowledge Graph Construction in the Era of Large Language Models
by: Han, Kanyao, et al.
Published: (2026)
by: Han, Kanyao, et al.
Published: (2026)
Knowledge Graph Enhanced Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
Are Large Language Models Effective Knowledge Graph Constructors?
by: Chen, Ruirui, et al.
Published: (2025)
by: Chen, Ruirui, et al.
Published: (2025)
Enhancing Large Language Models with Reliable Knowledge Graphs
by: Zhang, Qinggang
Published: (2025)
by: Zhang, Qinggang
Published: (2025)
Knowledge Distillation for Temporal Knowledge Graph Reasoning with Large Language Models
by: Xing, Wang, et al.
Published: (2026)
by: Xing, Wang, et al.
Published: (2026)
Ontology-Enhanced Knowledge Graph Completion using Large Language Models
by: Guo, Wenbin, et al.
Published: (2025)
by: Guo, Wenbin, et al.
Published: (2025)
Generating Completions for Broca's Aphasic Sentences Using Large Language Models
by: van Vaals, Sijbren, et al.
Published: (2024)
by: van Vaals, Sijbren, et al.
Published: (2024)
Multi-label Sequential Sentence Classification via Large Language Model
by: Lan, Mengfei, et al.
Published: (2024)
by: Lan, Mengfei, et al.
Published: (2024)
SentGuard: Sentence-Level Streaming Guardrails for Large Language Models
by: Yu, Jiaqi, et al.
Published: (2026)
by: Yu, Jiaqi, et al.
Published: (2026)
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
by: Ye, Yanpeng, et al.
Published: (2024)
by: Ye, Yanpeng, et al.
Published: (2024)
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes
by: Arsenyan, Vahan, et al.
Published: (2023)
by: Arsenyan, Vahan, et al.
Published: (2023)
Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education
by: Yang, Rui, et al.
Published: (2024)
by: Yang, Rui, et al.
Published: (2024)
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models
by: Sarabadani, Ali, et al.
Published: (2025)
by: Sarabadani, Ali, et al.
Published: (2025)
Comparing Human and Language Models Sentence Processing Difficulties on Complex Structures
by: Amouyal, Samuel Joseph, et al.
Published: (2025)
by: Amouyal, Samuel Joseph, et al.
Published: (2025)
Combining Knowledge Graphs and Large Language Models
by: Kau, Amanda, et al.
Published: (2024)
by: Kau, Amanda, et al.
Published: (2024)
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models
by: Chepurova, Alla, et al.
Published: (2025)
by: Chepurova, Alla, et al.
Published: (2025)
Benchmarking BERT-based Models for Sentence-level Topic Classification in Nepali Language
by: Karki, Nischal, et al.
Published: (2026)
by: Karki, Nischal, et al.
Published: (2026)
Sentence Curve Language Models
by: Heo, DongNyeong, et al.
Published: (2026)
by: Heo, DongNyeong, et al.
Published: (2026)
Adapting Biomedical Abstracts into Plain language using Large Language Models
by: Gangavarapu, Haritha, et al.
Published: (2025)
by: Gangavarapu, Haritha, et al.
Published: (2025)
Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs
by: Delmas, Maxime, et al.
Published: (2025)
by: Delmas, Maxime, et al.
Published: (2025)
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
by: Gong, Zhaoyan, et al.
Published: (2025)
by: Gong, Zhaoyan, et al.
Published: (2025)
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
by: Sun, Jiashuo, et al.
Published: (2023)
by: Sun, Jiashuo, et al.
Published: (2023)
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
by: Tan, Xingyu, et al.
Published: (2024)
by: Tan, Xingyu, et al.
Published: (2024)
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
by: Luo, Linhao, et al.
Published: (2024)
by: Luo, Linhao, et al.
Published: (2024)
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings
by: Li, Xianming, et al.
Published: (2023)
by: Li, Xianming, et al.
Published: (2023)
Similar Items
-
Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMs
by: Anuyah, Sydney, et al.
Published: (2026) -
An Empirical Study of Causal Relation Extraction Transfer: Design and Data
by: Anuyah, Sydney, et al.
Published: (2025) -
Benchmarking LLMs for Pairwise Causal Discovery in Biomedical and Multi-Domain Contexts
by: Anuyah, Sydney, et al.
Published: (2026) -
Multi-hop Question Answering over Knowledge Graphs using Large Language Models
by: Chakraborty, Abir
Published: (2024) -
Twitter Sentiment Analysis using Distributed Word and Sentence Representation
by: Reddy, Dwarampudi Mahidhar, et al.
Published: (2019)