Search Results for author: Garrett Honke

Found 6 papers, 2 papers with code

Translation between Molecules and Natural Language

1 code implementation25 Apr 2022 Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Heng Ji

$\textbf{MolT5}$ allows for new, useful, and challenging analogs of traditional vision-language tasks, such as molecule captioning and text-based de novo molecule generation (altogether: translation between molecules and language), which we explore for the first time.

Molecule Captioning Self-Supervised Learning +2

Using Deep Networks and Transfer Learning to Address Disinformation

no code implementations24 May 2019 Numa Dhamani, Paul Azunre, Jeffrey L. Gleason, Craig Corcoran, Garrett Honke, Steve Kramer, Jonathon Morgan

We apply an ensemble pipeline composed of a character-level convolutional neural network (CNN) and a long short-term memory (LSTM) as a general tool for addressing a range of disinformation problems.

Transfer Learning

Abstractive Tabular Dataset Summarization via Knowledge Base Semantic Embeddings

no code implementations4 Apr 2018 Paul Azunre, Craig Corcoran, David Sullivan, Garrett Honke, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan

This paper describes an abstractive summarization method for tabular data which employs a knowledge base semantic embedding to generate the summary.

Abstractive Text Summarization

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