Work at IBM Research

I was at the beautiful Almaden laboratory in San Jose, California. Following are a few selected projects during my time at IBM Research.

Natural Language Inference in Medicine: We curated a dataset for natural language inference in medicine and made it publicly available. Our proposed models explore combining structured knowledge sources with deep learning models.

Romanov, Alexey, and Chaitanya Shivade. Lessons from Natural Language Inference in the Clinical Domain. At EMNLP 2018. [Paper] [Data] [Code]
Abacha, Asma Ben, Chaitanya Shivade, and Dina Demner-Fushman. Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering. In Proceedings of the 18th BioNLP Workshop and Shared Task at ACL 2019. [Paper][Data]

Visual Dialog for Radiology: We formulated the problem of Visual Dialog for Radiology using chest x-ray images and associated reports.

Kovaleva, Olga, Chaitanya Shivade, Satyananda Kashyap et al. Visual Dialog for Radiology: Data Curation and First Steps. in the ViGIL workshop at Neurips 2019. [Paper]

Patient Synopsis: This product provides a structured summary of the patient for a radiologist. [Video] [Web]
Clinical Review: This product is a retrospective review tool for clinicians to spot discrepancies between structured and unstructured data. [Web]

At National Libray of Medicine on Language Inference for Clinical Texts [Link]
At Massachusetts Institute of Technology on Deep Neural Networks and The Struggles with Clinical Texts [Link]
At University of Antwerp on Language Inference for Question Answering for Clinical Texts

US20190198137A1 Baldwin, Tyler, Marina Bendersky, Ashutosh Jadhav, Karina Kanjaria, Chaitanya Shivade, Tanveer F. Syeda-Mahmood, and Joy Wu. Automatic Summarization of Patient Data Using Medically Relevant Summarization Templates. U.S. Patent Application 15/854,136, filed June 27, 2019.
US20190198138A1 Baldwin, Tyler, Ashutosh Jadhav, Chaitanya Shivade, Tanveer F. Syeda-Mahmood, and Joy Wu. Automatic Expansion of Medically Relevant Summarization Templates Using Semantic Expansion. U.S. Patent Application 15/854,179, filed June 27, 2019.