publications

Association Rules Collaborative Annotation Data Integration Data Mining on Graphs Dataset Retrieval Explainable Artificial Intelligence Graph Data Mining Graph Neural Networks In-Context Learning Information Extraction Knowledge Base Population Knowledge Representation Large Language Models Lexicon Induction Link Prediction Machine Learning Machine Learning on Graphs Material Science Natural Language Generation Natural Language Processing Ontology Engineering Pattern Mining Question Answering Relation Extraction Sequence Labeling Web Table Understanding 
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2025
 Ferreira, Carlos Eduardo Antônio;  Ell, Basil;  Giese, Martin;  Carbonera, Joel Luís
Investigating Dynamic Example Selection for ICL-based Text-to-SPARQL Generation Proceedings Article 
In: 2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI), IEEE 2025.
BibTeX | Schlagwörter: In-Context Learning, Question Answering
@inproceedings{ictai2025,

title = {Investigating Dynamic Example Selection for ICL-based Text-to-SPARQL Generation},

author = {Carlos Eduardo Antônio Ferreira and Basil Ell and Martin Giese and Joel Luís Carbonera},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

booktitle = {2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI)},

organization = {IEEE},

keywords = {In-Context Learning, Question Answering},

pubstate = {published},

tppubtype = {inproceedings}

}

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2023
 Holter, Ole Magnus;  Ell, Basil
Human-Machine Collaborative Annotation: A Case Study with GPT-3 Proceedings Article 
In: Proceedings of the 4th Conference on Language, Data and Knowledge, S. 193–206, 2023.
Links | BibTeX | Schlagwörter: Collaborative Annotation, In-Context Learning, Large Language Models
@inproceedings{holter2023human,

title = {Human-Machine Collaborative Annotation: A Case Study with GPT-3},

author = {Ole Magnus Holter and Basil Ell},

url = {https://aclanthology.org/2023.ldk-1.17.pdf},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the 4th Conference on Language, Data and Knowledge},

pages = {193–206},

keywords = {Collaborative Annotation, In-Context Learning, Large Language Models},

pubstate = {published},

tppubtype = {inproceedings}

}

Schließen
https://aclanthology.org/2023.ldk-1.17.pdf
Schließen