Geeticka Chauhan

According to our database, Geeticka Chauhan authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Training Large ASR Encoders with Differential Privacy.

Geeticka Chauhan, Steve Chien, Om Thakkar, Abhradeep Thakurta, Arun Narayanan

CoRR, 2024

2023

Bidirectional Captioning for Clinically Accurate and Interpretable Models.

Keegan Quigley, Miriam Cha, Josh Barua, Geeticka Chauhan, Seth J. Berkowitz, Steven Horng, Polina Golland

CoRR, 2023

2022

RadTex: Learning Efficient Radiograph Representations from Text Reports.

Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth J. Berkowitz, Polina Golland

Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

2021

Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View.

Di Jin, Elena Sergeeva, Wei-Hung Weng, Geeticka Chauhan, Peter Szolovits

CoRR, 2021

How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact.

Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan, Rada Mihalcea

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.

Geeticka Chauhan, Ruizhi Liao, William M. Wells III, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

MIMIC-Extract: a data extraction, preprocessing, and representation pipeline for MIMIC-III.

Shirly Wang, Matthew B. A. McDermott, Geeticka Chauhan, Marzyeh Ghassemi, Michael C. Hughes, Tristan Naumann

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019

REflex: Flexible Framework for Relation Extraction in Multiple Domains.

Geeticka Chauhan, Matthew B. A. McDermott, Peter Szolovits

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

A Framework for Relation Extraction Across Multiple Datasets in Multiple Domains.

Geeticka Chauhan, Matthew B. A. McDermott, Peter Szolovits

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2018

Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation.

Bret Nestor, Matthew B. A. McDermott, Geeticka Chauhan, Tristan Naumann, Michael C. Hughes, Anna Goldenberg, Marzyeh Ghassemi

CoRR, 2018

MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network.

Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew B. A. McDermott, Geeticka Chauhan

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

A New Approach to Animacy Detection.

Labiba Jahan, Geeticka Chauhan, Mark A. Finlayson

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Building on Word Animacy to Determine Coreference Chain Animacy in Cultural Narratives.

Labiba Jahan, Geeticka Chauhan, Mark A. Finlayson

Proceedings of the Workshops of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2017