2 papers
cs.IR2025
Retrieval-Augmented Multi-LLM Ensemble for Industrial Part Specification Extraction
Muzakkiruddin Ahmed Mohammed, John R. Talburt, Leon Claasssens +1
Industrial part specification extraction from unstructured text remains a persistent challenge in manufacturing, procurement, and maintenance, where manual processing is both time-…
cs.CL2024
Leveraging large language models for efficient representation learning for entity resolution
Xiaowei Xu, Bi T. Foua, Xingqiao Wang +2
In this paper, the authors propose TriBERTa, a supervised entity resolution system that utilizes a pre-trained large language model and a triplet loss function to learn representat…