Procedural Text Mining with Large Language Models
Author:
Affiliation:
1. Information Engineering, University of Brescia, Italy
2. TIB Leibniz Information Centre for Science and Technology, Germany
Funder
German BMBF project SCINEXT (ID 01lS22070)
MICS (Made in Italy ? Circular and Sustainable) Extended Partnership and received funding from Next-GenerationEU (Italian PNRR ? M4 C2, Invest 1.3 ? D.D. 1551.11-10-2022)
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3587259.3627572
Reference22 articles.
1. Patrizio Bellan, Mauro Dragoni, and Chiara Ghidini. 2021. Process Extraction from Text: state of the art and challenges for the future. CoRR abs/2110.03754 (2021).
2. Extracting Business Process Entities and Relations from Text Using Pre-trained Language Models and In-Context Learning
3. Semantic modeling and analysis of complex data-aware processes and their executions
4. Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, 2022. Scaling instruction-finetuned language models. arXiv preprint arXiv:2210.11416 (2022).
5. Transformation from human-readable documents and archives in arc welding domain to machine-interpretable data
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