Copertina

From Prompt to Graph: Comparing LLM-Based Information Extraction Strategies in Domain-Specific Ontology Development

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Liu, Xuan, Li, Ziyu, He, Mu, Ma, Ziyang, Wu, Xiaoxu, Yilmaz, Gizem, Xia, Yiyuan, Li, Bingbing, Tan, He, Fuh, Jerry Ying Hsi, Lu, Wen Feng, Jarfors, Anders E. W., Jansson, Per
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Artificial Intelligence Computation and Language Information Retrieval 68T50, 68T30 J.6; I.2
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Unraveling Media Perspectives: A Comprehensive Methodology Combining Large Language Models, Topic Modeling, Sentiment Analysis, and Ontology Learning to Analyse Media Bias
di: Jähde, Orlando, et al.
Pubblicazione: (2025)

Comparative Analysis of Audio Feature Extraction for Real-Time Talking Portrait Synthesis
di: Salehi, Pegah, et al.
Pubblicazione: (2024)

From Prompting to Preference Optimization: A Comparative Study of LLM-based Automated Essay Scoring
di: Nguyen, Minh Hoang, et al.
Pubblicazione: (2026)

PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation
di: Basit, Abdul, et al.
Pubblicazione: (2025)

Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies)
di: Beliaeva, Aleksandra, et al.
Pubblicazione: (2025)

Deep Reinforcement Learning Xiangqi Player with Monte Carlo Tree Search
di: Yilmaz, Berk, et al.
Pubblicazione: (2025)

A Comparative Study of Recommender Systems under Big Data Constraints
di: Scrivano, Arimondo
Pubblicazione: (2025)

Optimizing MoE Routers: Design, Implementation, and Evaluation in Transformer Models
di: Harvey, Daniel Fidel, et al.
Pubblicazione: (2025)

Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer
di: Li, Mingda, et al.
Pubblicazione: (2024)

A Generalization Bound for a Family of Implicit Networks
di: Fung, Samy Wu, et al.
Pubblicazione: (2024)

LLMs as Deceptive Agents: How Role-Based Prompting Induces Semantic Ambiguity in Puzzle Tasks
di: Yoo, Seunghyun
Pubblicazione: (2025)

Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian
di: Auriemma, Serena, et al.
Pubblicazione: (2024)

Audited Skill-Graph Self-Improvement for Agentic LLMs via Verifiable Rewards, Experience Synthesis, and Continual Memory
di: Huang, Ken, et al.
Pubblicazione: (2025)

An Efficient Two-Sided Sketching Method for Large-Scale Tensor Decomposition Based on Transformed Domains
di: Cheng, Zhiguang, et al.
Pubblicazione: (2024)

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science
di: Luo, An, et al.
Pubblicazione: (2026)

Two-Steps Diffusion Policy for Robotic Manipulation via Genetic Denoising
di: Clemente, Mateo, et al.
Pubblicazione: (2025)

Prompt Engineering and the Effectiveness of Large Language Models in Enhancing Human Productivity
di: Anam, Rizal Khoirul
Pubblicazione: (2025)

Adaptivity Under Realizability Constraints: Comparing In-Context and Agentic Learning
di: Kratsios, Anastasis, et al.
Pubblicazione: (2026)

Strategic Doctrine Language Models (sdLM): A Learning-System Framework for Doctrinal Consistency and Geopolitical Forecasting
di: Imanov, Olaf Yunus Laitinen, et al.
Pubblicazione: (2026)

Teaching and Learning under Deductive Errors
di: Telle, Jan Arne, et al.
Pubblicazione: (2026)

GPT-2 as a Compression Preprocessor: Improving Gzip for Structured Text Domains
di: Ojha, Anurag Kumar
Pubblicazione: (2025)

Subspace Clustering in Wavelet Packets Domain
di: Kopriva, Ivica, et al.
Pubblicazione: (2024)

A Comparative Study of Feature Selection in Tsetlin Machines
di: Halenka, Vojtech, et al.
Pubblicazione: (2025)

The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning
di: Bastounis, Alexander, et al.
Pubblicazione: (2023)

The Meta-Prompting Protocol: Orchestrating LLMs via Adversarial Feedback Loops
di: Fu, Fanzhe
Pubblicazione: (2025)

BayesRAG: Probabilistic Mutual Evidence Corroboration for Multimodal Retrieval-Augmented Generation
di: Li, Xuan, et al.
Pubblicazione: (2026)

Autoencoded UMAP-Enhanced Clustering for Unsupervised Learning
di: Chavooshi, Malihehsadat, et al.
Pubblicazione: (2025)

Inorganic nutrients measured on water bottle samples during POLARSTERN cruise ARK-XXI/1
di: Kattner, Gerhard
Pubblicazione: (2011)

Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
di: Shahriar, Tasnim
Pubblicazione: (2025)

Ontological differentiation as a measure of semantic accuracy
di: Garcia-Cuadrillero, Pablo, et al.
Pubblicazione: (2025)

Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications
di: Donadello, Ivan, et al.
Pubblicazione: (2024)

Worst-Case Discovery and Runtime Protection for RL-Based Network Controllers
di: Hè, Hongyu, et al.
Pubblicazione: (2026)

Robust First and Second-Order Differentiation for Regularized Optimal Transport
di: Li, Xingjie, et al.
Pubblicazione: (2024)

Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications
di: Wen, Bo, et al.
Pubblicazione: (2025)

Hodge Laplacians and Hodge Diffusion Maps
di: Gomez, Alvaro Almeida, et al.
Pubblicazione: (2025)

Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Models
di: Lashkari, Mohammad, et al.
Pubblicazione: (2024)

Memory-augmented Online Video Anomaly Detection
di: Rossi, Leonardo, et al.
Pubblicazione: (2023)

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents
di: Huo, Dongjie, et al.
Pubblicazione: (2026)

The Li-Chao Tree: Algorithm Specification and Analysis
di: Li, Chao
Pubblicazione: (2026)

Roughness and entropy measures of a soft set
di: Acharjee, Santanu, et al.
Pubblicazione: (2026)