PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data

P. J. Wall; Matt Murtagh; Declan O’Sullivan

PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data

P. J. Wall
, Matt Murtagh
, Declan O’Sullivan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English (Ireland)
Title of host publication	SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024
Publication status	Published - 2024

Cite this

Wall, P. J., Murtagh, M., & O’Sullivan, D. (2024). PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data. In SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024

Wall, P. J. ; Murtagh, Matt ; O’Sullivan, Declan. / PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data. SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024. 2024.

@inproceedings{bdbb90fe14ef4bcca54d0bad76407d15,

title = "PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data",

author = "Wall, \{P. J.\} and Matt Murtagh and Declan O{\textquoteright}Sullivan",

year = "2024",

language = "English (Ireland)",

booktitle = "SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024",

}

Wall, PJ, Murtagh, M & O’Sullivan, D 2024, PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data. in SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024.

PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data. / Wall, P. J.; Murtagh, Matt; O’Sullivan, Declan.
SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024. 2024.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data

AU - Wall, P. J.

AU - Murtagh, Matt

AU - O’Sullivan, Declan

PY - 2024

Y1 - 2024

M3 - Conference contribution

BT - SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024

ER -

Wall PJ, Murtagh M, O’Sullivan D. PRICER: Leveraging Few-Shot Learning with Fine-Tuned Large Language Models for Unstructured Economic Data. In SemTech4STLD 2024 - Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2024. The Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) co-located with the Extended Semantic Web Conference 2024 (ESWC 2024). Hersonissos, Greece - 26 May 2024. 2024