Enhancing Next-Generation Language Models with Knowledge Graphs: Extending Claude, Mistral IA, and GPT-4 via KG-BERT
Fuente:
arXiv
Saved in:
| Main Authors: | Chaabene, Nour El Houda Ben, Hammami, Hamza |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decoding Student Minds: Leveraging Conversational Agents for Psychological and Learning Analysis
by: Chaabene, Nour El Houda Ben, et al.
Published: (2025)
by: Chaabene, Nour El Houda Ben, et al.
Published: (2025)
Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models
by: Safavi-Naini, Seyed Amir Ahmad, et al.
Published: (2024)
by: Safavi-Naini, Seyed Amir Ahmad, et al.
Published: (2024)
NeoBERT: A Next-Generation BERT
by: Breton, Lola Le, et al.
Published: (2025)
by: Breton, Lola Le, et al.
Published: (2025)
Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT
by: Bhatt, Ahan, et al.
Published: (2024)
by: Bhatt, Ahan, et al.
Published: (2024)
Evaluating Students' Open-ended Written Responses with LLMs: Using the RAG Framework for GPT-3.5, GPT-4, Claude-3, and Mistral-Large
by: Jauhiainen, Jussi S., et al.
Published: (2024)
by: Jauhiainen, Jussi S., et al.
Published: (2024)
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
by: Yang, Rui, et al.
Published: (2024)
by: Yang, Rui, et al.
Published: (2024)
KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models
by: Chen, Zirui, et al.
Published: (2025)
by: Chen, Zirui, et al.
Published: (2025)
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models
by: Anand, Avinash, et al.
Published: (2024)
by: Anand, Avinash, et al.
Published: (2024)
Large Malaysian Language Model Based on Mistral for Enhanced Local Language Understanding
by: Zolkepli, Husein, et al.
Published: (2024)
by: Zolkepli, Husein, et al.
Published: (2024)
KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration
by: Wang, Nan, et al.
Published: (2025)
by: Wang, Nan, et al.
Published: (2025)
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction
by: Shu, Dong, et al.
Published: (2024)
by: Shu, Dong, et al.
Published: (2024)
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
GPT or BERT: why not both?
by: Charpentier, Lucas Georges Gabriel, et al.
Published: (2024)
by: Charpentier, Lucas Georges Gabriel, et al.
Published: (2024)
VAT-KG: Knowledge-Intensive Multimodal Knowledge Graph Dataset for Retrieval-Augmented Generation
by: Park, Hyeongcheol, et al.
Published: (2025)
by: Park, Hyeongcheol, et al.
Published: (2025)
Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT
by: Krauss, Patrick, et al.
Published: (2024)
by: Krauss, Patrick, et al.
Published: (2024)
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents
by: Czinczoll, Tamara, et al.
Published: (2024)
by: Czinczoll, Tamara, et al.
Published: (2024)
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
by: Guan, Ziyi, et al.
Published: (2025)
by: Guan, Ziyi, et al.
Published: (2025)
SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation
by: Lv, Changze, et al.
Published: (2023)
by: Lv, Changze, et al.
Published: (2023)
SocraticKG: Knowledge Graph Construction via QA-Driven Fact Extraction
by: Choi, Sanghyeok, et al.
Published: (2026)
by: Choi, Sanghyeok, et al.
Published: (2026)
DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection
by: Chakraborty, Joymallya, et al.
Published: (2024)
by: Chakraborty, Joymallya, et al.
Published: (2024)
VLM-KG: Multimodal Radiology Knowledge Graph Generation
by: Abdullah, Abdullah, et al.
Published: (2025)
by: Abdullah, Abdullah, et al.
Published: (2025)
KnowGPT: Knowledge Graph based Prompting for Large Language Models
by: Zhang, Qinggang, et al.
Published: (2023)
by: Zhang, Qinggang, et al.
Published: (2023)
KG-CF: Knowledge Graph Completion with Context Filtering under the Guidance of Large Language Models
by: Zheng, Zaiyi, et al.
Published: (2025)
by: Zheng, Zaiyi, et al.
Published: (2025)
Benchmarking Llama2, Mistral, Gemma and GPT for Factuality, Toxicity, Bias and Propensity for Hallucinations
by: Nadeau, David, et al.
Published: (2024)
by: Nadeau, David, et al.
Published: (2024)
How to Build an Adaptive AI Tutor for Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)
by: Dong, Chenxi, et al.
Published: (2023)
by: Dong, Chenxi, et al.
Published: (2023)
Structure First, Reason Next: Enhancing a Large Language Model using Knowledge Graph for Numerical Reasoning in Financial Documents
by: Mishra, Aryan, et al.
Published: (2026)
by: Mishra, Aryan, et al.
Published: (2026)
A Contextualized BERT model for Knowledge Graph Completion
by: Gul, Haji, et al.
Published: (2024)
by: Gul, Haji, et al.
Published: (2024)
Single layer tiny Co$^4$ outpaces GPT-2 and GPT-BERT
by: Zain, Noor Ul, et al.
Published: (2025)
by: Zain, Noor Ul, et al.
Published: (2025)
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
by: Xu, Yao, et al.
Published: (2024)
by: Xu, Yao, et al.
Published: (2024)
Knowledge Graph Enhanced Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
Enhancing Large Language Models with Reliable Knowledge Graphs
by: Zhang, Qinggang
Published: (2025)
by: Zhang, Qinggang
Published: (2025)
Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks
by: Li, Ping, et al.
Published: (2026)
by: Li, Ping, et al.
Published: (2026)
Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT Distillation
by: Thomas, Graison Jos
Published: (2024)
by: Thomas, Graison Jos
Published: (2024)
Knowledge Graph-Enhanced Large Language Models via Path Selection
by: Liu, Haochen, et al.
Published: (2024)
by: Liu, Haochen, et al.
Published: (2024)
LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval
by: Cheng, He, et al.
Published: (2026)
by: Cheng, He, et al.
Published: (2026)
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
by: Bian, Ning, et al.
Published: (2023)
by: Bian, Ning, et al.
Published: (2023)
iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
by: Lairgi, Yassir, et al.
Published: (2024)
by: Lairgi, Yassir, et al.
Published: (2024)
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs
by: Chen, Hanzhu, et al.
Published: (2024)
by: Chen, Hanzhu, et al.
Published: (2024)
KG2QA: Knowledge Graph-enhanced Retrieval-augmented Generation for Communication Standards Question Answering
by: Luo, Zhongze, et al.
Published: (2025)
by: Luo, Zhongze, et al.
Published: (2025)
Enhancing Clinical Note Generation with ICD-10, Clinical Ontology Knowledge Graphs, and Chain-of-Thought Prompting Using GPT-4
by: Makohon, Ivan, et al.
Published: (2025)
by: Makohon, Ivan, et al.
Published: (2025)
Similar Items
-
Decoding Student Minds: Leveraging Conversational Agents for Psychological and Learning Analysis
by: Chaabene, Nour El Houda Ben, et al.
Published: (2025) -
Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models
by: Safavi-Naini, Seyed Amir Ahmad, et al.
Published: (2024) -
NeoBERT: A Next-Generation BERT
by: Breton, Lola Le, et al.
Published: (2025) -
Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT
by: Bhatt, Ahan, et al.
Published: (2024) -
Evaluating Students' Open-ended Written Responses with LLMs: Using the RAG Framework for GPT-3.5, GPT-4, Claude-3, and Mistral-Large
by: Jauhiainen, Jussi S., et al.
Published: (2024)