EK
Edward J. Kim
cs.CLcs.AIcs.LGcond-mat.mtrl-sciNatural Language ProcessingNeural Networks, Computerphysics.chem-phphysics.comp-phstat.ML
On Valency
published · living versionsW_evxm54x7·v2 · currentpublished
A Hybrid Ensemble Learning Approach to Star-Galaxy Classification
with Robert J. Brunner, Matias Carrasco Kind
2 versions
Preprints & journals
12 papers in the corpus · 2017–2025Training-Free Active Learning Framework in Materials Science with Large Language Models2511.19730v2 · Hongchen Wang, Rafael Espinosa Castaneda, Jay R. Werber et al.2025 · 4 citationsarXiv
Command A: An Enterprise-Ready Large Language Model2504.00698v2 · Team Cohere: Aakanksha, Arash Ahmadian, Marwan Ahmed et al.2025 · 0 citationsarXiv
Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions2409.14572v2 · Hongchen Wang, Kangming Li, Scott Ramsay et al.2024 · 16 citationsarXiv
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation2311.17295v1 · Meriem Boubdir, Edward Kim, Beyza Ermis et al.2023 · 11 citationsarXiv
Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation2310.14424v1 · Meriem Boubdir, Edward Kim, Beyza Ermis et al.2023 · 4 citationsarXiv
Lessons in Reproducibility: Insights from NLP Studies in Materials Science2307.15759v1 · Xiangyun Lei, Edward Kim, Viktoriia Baibakova et al.2023 · 2 citationsarXiv
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks.31909619 · Kim, Edward, Jensen, Zach, van Grootel, Alexander et al.2021 · 143 citationsJournal of chemical information and modeling. 2020;60(3):1194-1201
Machine-learned metrics for predicting the likelihood of success in materials discovery1911.11201v2 · Yoolhee Kim, Edward Kim, Erin Antono et al.2019 · 38 citationsarXiv
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures1905.06939v2 · Sheshera Mysore, Zach Jensen, Edward Kim et al.2019 · 11 citationsarXiv
A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction.31139725 · Jensen, Zach, Kim, Edward, Kwon, Soonhyoung et al.2023 · 282 citationsACS central science. 2019;5(5):892-899
Automatically Extracting Action Graphs from Materials Science Synthesis Procedures1711.06872v2 · Sheshera Mysore, Edward Kim, Emma Strubell et al.2017 · 33 citationsarXiv
Machine-learned and codified synthesis parameters of oxide materials.28895943 · Kim, Edward, Huang, Kevin, Tomala, Alex et al.2018 · 165 citationsScientific data. 2017;4:170127
Career total: 31 works. 12 are in this corpus.
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