Concepedia

Flexible, model-agnostic method for materials data extraction from text using general purpose language models

Maciej P. Polak, Shrey Modi, Anna Latosinska, Jinming Zhang, Ching-Wen Wang, Shaonan Wang, Ayan Deep Hazra, Dane Morgan

Digital Discovery · 2024 · 31 citations · 48 references

DOIFull text

Open access

Concepts

Abstract

This study presents an efficient language model-based method for high-precision data extraction from text, requiring minimal human effort.

References

48

Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 14.2K citations · Full text

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High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach, Andreas Blattmann, Dominik Lorenz et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 13.7K citations

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Transformers: State-of-the-Art Natural Language Processing

Thomas Wolf, Lysandre Debut, Victor Sanh et al. · 2020 · 8K citations · Full text

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Training language models to follow instructions with human feedback

Long Ouyang, Jeff Wu, Xu Jiang et al. · arXiv (Cornell University) · 2022 · 4.3K citations · Full text

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LLaMA: Open and Efficient Foundation Language Models

Hugo Touvron, Thibaut Lavril, Gautier Izacard et al. · arXiv (Cornell University) · 2023 · 3.9K citations · Full text

, , +12