Concepedia

Alexander Dunn

AD

15

Publications

2.9K

Citations

13

H-Index

2010

Active since

Affiliations

Lawrence Berkeley National Laboratory(Current)

University of California, Berkeley

Huntington Hospital

University College London

Berkeley College

Alexander Dunn is an author at Lawrence Berkeley National Laboratory specializing in engineering, knowledge discovery, and data science.

Top concepts

EngineeringData ScienceMaterial ScienceKnowledge DiscoveryLanguageLinguisticsText MiningInformation RetrievalComputational LinguisticsNatural Language Processing

Publications per year

2010–2024

15

Publications

15

Unsupervised word embeddings capture latent knowledge from materials science literature

Vahe Tshitoyan, John Dagdelen, Leigh Weston et al. · Nature · 2019 · 1K citations · Full text

Natural Language Processing, Engineering, Data Science +10

Matminer: An open source toolkit for materials data mining

Logan Ward, Alexander Dunn, Alireza Faghaninia et al. · Computational Materials Science · 2018 · 926 citations · Full text

Materials Science, Open Source Toolkit, Engineering +8

Structured information extraction from scientific text with large language models

John Dagdelen, Alexander Dunn, Sang‐Hoon Lee et al. · Nature Communications · 2024 · 466 citations · Full text

Engineering, Knowledge Extraction, Semantic Web +20

Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science

Amalie Trewartha, Nicholas Walker, Haoyan Huo et al. · Patterns · 2022 · 140 citations · Full text

Structured information extraction from complex scientific text with fine-tuned large language models

Alexander Dunn, John Dagdelen, Nicholas Walker et al. · arXiv (Cornell University) · 2022 · 65 citations · Full text

Engineering, Knowledge Extraction, Complex Scientific Knowledge +20

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