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Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models


May 22, 2023
Ioana Baldini, Chhavi Yadav, Payel Das, Kush R. Varshney

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Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations


May 08, 2022
Hammaad Adam, Ming Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Anthony Celi, Jiaming Zeng, Moninder Singh, Marzyeh Ghassemi

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* Accepted to the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES '22), ACM, Oxford, UK, 2022 

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Downstream Fairness Caveats with Synthetic Healthcare Data


Mar 09, 2022
Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett

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Ground-Truth, Whose Truth? -- Examining the Challenges with Annotating Toxic Text Datasets


Dec 07, 2021
Kofi Arhin, Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Moninder Singh

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* 15 pages 

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Your fairness may vary: Group fairness of pretrained language models in toxic text classification


Aug 03, 2021
Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Mikhail Yurochkin, Moninder Singh

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Biomedical Interpretable Entity Representations


Jun 17, 2021
Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini, Joydeep Ghosh, Byron C. Wallace, Kush R. Varshney

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* Accepted into Findings of ACL-IJCNLP 2021 

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Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies


Dec 05, 2019
Shivashankar Subramanian, Ioana Baldini, Sushma Ravichandran, Dmitriy A. Katz-Rogozhnikov, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Kush R. Varshney, Annmarie Wang, Pradeep Mangalath, Laura B. Kleiman

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How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?


Sep 08, 2019
Yaoli Mao, Dakuo Wang, Michael Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, AleksandraMojsilović

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Teaching machines to understand data science code by semantic enrichment of dataflow graphs


Jul 16, 2018
Evan Patterson, Ioana Baldini, Aleksandra Mojsilovic, Kush R. Varshney

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* 8 pages, 7 figures. To appear at the KDD '18 workshop on Fragile Earth: Theory Guided Data Science to Enhance Scientific Discovery 

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