Search Results for author: Andrew Gaut

Found 3 papers, 2 papers with code

Extracting Molecular Properties from Natural Language with Multimodal Contrastive Learning

no code implementations22 Jul 2023 Romain Lacombe, Andrew Gaut, Jeff He, David Lüdeke, Kateryna Pistunova

Deep learning in computational biochemistry has traditionally focused on molecular graphs neural representations; however, recent advances in language models highlight how much scientific knowledge is encoded in text.

Contrastive Learning Property Prediction +3

Towards Understanding Gender Bias in Relation Extraction

1 code implementation ACL 2020 Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang, William Yang Wang

We use WikiGenderBias to evaluate systems for bias and find that NRE systems exhibit gender biased predictions and lay groundwork for future evaluation of bias in NRE.

counterfactual Data Augmentation +3

Cannot find the paper you are looking for? You can Submit a new open access paper.