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Carl Edwards

mCLM: A Function-Infused and Synthesis-Friendly Modular Chemical Language Model

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May 18, 2025
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Class-based Subset Selection for Transfer Learning under Extreme Label Shift

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Dec 30, 2024
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MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction

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Nov 01, 2024
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Geometry Informed Tokenization of Molecules for Language Model Generation

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Aug 19, 2024
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GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices

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May 23, 2024
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$\textit{L+M-24}$: Building a Dataset for Language + Molecules @ ACL 2024

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Feb 22, 2024
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ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback

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Feb 21, 2024
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Defining a New NLP Playground

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Oct 31, 2023
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Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design

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Oct 22, 2023
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Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

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Jul 17, 2023
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