Search Results for author: Maciej P. Polak

Found 2 papers, 0 papers with code

Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering

no code implementations7 Mar 2023 Maciej P. Polak, Dane Morgan

Although these methods enable efficient extraction of data from large sets of research papers, they require a significant amount of up-front effort, expertise, and coding.

Prompt Engineering

Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models

no code implementations9 Feb 2023 Maciej P. Polak, Shrey Modi, Anna Latosinska, Jinming Zhang, Ching-Wen Wang, Shanonan Wang, Ayan Deep Hazra, Dane Morgan

In this paper we present a simple method of extracting materials data from full texts of research papers suitable for quickly developing modest-sized databases.

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