LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge
Fuente:
arXiv
Saved in:
| Main Authors: | Giglou, Hamed Babaei, D'Souza, Jennifer, Auer, Sören |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis
by: Giglou, Hamed Babaei, et al.
Published: (2024)
by: Giglou, Hamed Babaei, et al.
Published: (2024)
LLMs4OM: Matching Ontologies with Large Language Models
by: Giglou, Hamed Babaei, et al.
Published: (2024)
by: Giglou, Hamed Babaei, et al.
Published: (2024)
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment
by: Giglou, Hamed Babaei, et al.
Published: (2025)
by: Giglou, Hamed Babaei, et al.
Published: (2025)
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway
by: Giglou, Hamed Babaei, et al.
Published: (2024)
by: Giglou, Hamed Babaei, et al.
Published: (2024)
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering
by: D'Souza, Jennifer, et al.
Published: (2025)
by: D'Souza, Jennifer, et al.
Published: (2025)
OntoAligner Meets Knowledge Graph Embedding Aligners
by: Giglou, Hamed Babaei, et al.
Published: (2025)
by: Giglou, Hamed Babaei, et al.
Published: (2025)
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models
by: Sadruddin, Sameer, et al.
Published: (2025)
by: Sadruddin, Sameer, et al.
Published: (2025)
Large Language Models as Evaluators for Scientific Synthesis
by: Evans, Julia, et al.
Published: (2024)
by: Evans, Julia, et al.
Published: (2024)
Exploring the Latest LLMs for Leaderboard Extraction
by: Kabongo, Salomon, et al.
Published: (2024)
by: Kabongo, Salomon, et al.
Published: (2024)
Large Language Models for Scientific Information Extraction: An Empirical Study for Virology
by: Shamsabadi, Mahsa, et al.
Published: (2024)
by: Shamsabadi, Mahsa, et al.
Published: (2024)
Toward Purpose-oriented Topic Model Evaluation enabled by Large Language Models
by: Tan, Zhiyin, et al.
Published: (2025)
by: Tan, Zhiyin, et al.
Published: (2025)
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation
by: Tan, Zhiyin, et al.
Published: (2025)
by: Tan, Zhiyin, et al.
Published: (2025)
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging
by: Tekanlou, Hadi Bayrami Asl, et al.
Published: (2025)
by: Tekanlou, Hadi Bayrami Asl, et al.
Published: (2025)
Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph
by: Nechakhin, Vladyslav, et al.
Published: (2024)
by: Nechakhin, Vladyslav, et al.
Published: (2024)
Can We Locate and Prevent Stereotypes in LLMs?
by: D'Souza, Alex
Published: (2026)
by: D'Souza, Alex
Published: (2026)
A FAIR and Free Prompt-based Research Assistant
by: Shamsabadi, Mahsa, et al.
Published: (2024)
by: Shamsabadi, Mahsa, et al.
Published: (2024)
Diagnosing Structural Failures in LLM-Based Evidence Extraction for Meta-Analysis
by: Tan, Zhiyin, et al.
Published: (2026)
by: Tan, Zhiyin, et al.
Published: (2026)
Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study
by: Kabongo, Salomon, et al.
Published: (2024)
by: Kabongo, Salomon, et al.
Published: (2024)
DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification
by: Akl, Hanna Abi
Published: (2024)
by: Akl, Hanna Abi
Published: (2024)
Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models
by: D'Souza, Jennifer, et al.
Published: (2025)
by: D'Souza, Jennifer, et al.
Published: (2025)
From Keywords to Structured Summaries: Streamlining Scholarly Information Access
by: Shamsabadi, Mahsa, et al.
Published: (2024)
by: Shamsabadi, Mahsa, et al.
Published: (2024)
Astro-NER -- Astronomy Named Entity Recognition: Is GPT a Good Domain Expert Annotator?
by: Evans, Julia, et al.
Published: (2024)
by: Evans, Julia, et al.
Published: (2024)
Publishing FAIR and Machine-actionable Reviews in Materials Science: The Case for Symbolic Knowledge in Neuro-symbolic Artificial Intelligence
by: D'Souza, Jennifer, et al.
Published: (2026)
by: D'Souza, Jennifer, et al.
Published: (2026)
Complex Ontology Matching with Large Language Model Embeddings
by: Sousa, Guilherme, et al.
Published: (2025)
by: Sousa, Guilherme, et al.
Published: (2025)
Meronymic Ontology Extraction via Large Language Models
by: Zhang, Dekai, et al.
Published: (2025)
by: Zhang, Dekai, et al.
Published: (2025)
The Mercurial Top-Level Ontology of Large Language Models
by: Köhler, Nele, et al.
Published: (2024)
by: Köhler, Nele, et al.
Published: (2024)
On the Use of Large Language Models to Generate Capability Ontologies
by: da Silva, Luis Miguel Vieira, et al.
Published: (2024)
by: da Silva, Luis Miguel Vieira, et al.
Published: (2024)
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog
by: D'Souza, Jennifer, et al.
Published: (2025)
by: D'Souza, Jennifer, et al.
Published: (2025)
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology
by: D'Souza, Jennifer, et al.
Published: (2025)
by: D'Souza, Jennifer, et al.
Published: (2025)
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets
by: Jelodar, Hamed, et al.
Published: (2025)
by: Jelodar, Hamed, et al.
Published: (2025)
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models
by: Nananukul, Navapat, et al.
Published: (2023)
by: Nananukul, Navapat, et al.
Published: (2023)
Evontree: Ontology Rule-Guided Self-Evolution of Large Language Models
by: Tu, Mingchen, et al.
Published: (2025)
by: Tu, Mingchen, et al.
Published: (2025)
Ontology-Enhanced Knowledge Graph Completion using Large Language Models
by: Guo, Wenbin, et al.
Published: (2025)
by: Guo, Wenbin, et al.
Published: (2025)
An Overview of Large Language Models for Statisticians
by: Ji, Wenlong, et al.
Published: (2025)
by: Ji, Wenlong, et al.
Published: (2025)
Do LLMs Dream of Ontologies?
by: Bombieri, Marco, et al.
Published: (2024)
by: Bombieri, Marco, et al.
Published: (2024)
Ontology Population using LLMs
by: Norouzi, Sanaz Saki, et al.
Published: (2024)
by: Norouzi, Sanaz Saki, et al.
Published: (2024)
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective
by: Mai, Huu Tan, et al.
Published: (2024)
by: Mai, Huu Tan, et al.
Published: (2024)
LLMs-Healthcare : Current Applications and Challenges of Large Language Models in various Medical Specialties
by: Mumtaz, Ummara, et al.
Published: (2023)
by: Mumtaz, Ummara, et al.
Published: (2023)
Continual Learning in Large Language Models: Methods, Challenges, and Opportunities
by: Chen, Hongyang, et al.
Published: (2026)
by: Chen, Hongyang, et al.
Published: (2026)
Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization
by: Rabby, Gollam, et al.
Published: (2024)
by: Rabby, Gollam, et al.
Published: (2024)
Similar Items
-
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis
by: Giglou, Hamed Babaei, et al.
Published: (2024) -
LLMs4OM: Matching Ontologies with Large Language Models
by: Giglou, Hamed Babaei, et al.
Published: (2024) -
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment
by: Giglou, Hamed Babaei, et al.
Published: (2025) -
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway
by: Giglou, Hamed Babaei, et al.
Published: (2024) -
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering
by: D'Souza, Jennifer, et al.
Published: (2025)