Constraint Modelling with LLMs Using In-Context Learning. Michailidis, K., Tsouros, D., & Guns, T. In 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), volume 307, of Leibniz International Proceedings in Informatics (LIPIcs), pages 20:1–20:27, Dagstuhl, Germany, 2024. Schloss Dagstuhl – Leibniz-Zentrum für Informatik.
Paper doi bibtex @InProceedings{kostis2024cp_llms_icl,
author = {Michailidis, Kostis and Tsouros, Dimos and Guns, Tias},
title = {{Constraint Modelling with LLMs Using In-Context Learning}},
booktitle = {30th International Conference on Principles and Practice of Constraint Programming (CP 2024)},
pages = {20:1--20:27},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-336-2},
ISSN = {1868-8969},
year = {2024},
volume = {307},
editor = {Shaw, Paul},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2024.20},
URN = {urn:nbn:de:0030-drops-207053},
doi = {10.4230/LIPIcs.CP.2024.20},
annote = {Keywords: Constraint Modelling, Constraint Acquisition, Constraint Programming, Large Language Models, In-Context Learning, Natural Language Processing, Named Entity Recognition, Retrieval-Augmented Generation, Optimisation}
}
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