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J. Dhamala · SciRah

Researcher profile · Semantic Scholar

J. Dhamala

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J. Dhamala — researcher profile on SciRah

h-index: 16
Works: 44
Citations: 1,613

Most-cited papers

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation
J. Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna +3 more
2021Conference on Fairness, Accountability and Transparency645 citations Open access
Semantic Scholar
Establishing Best Practices for Building Rigorous Agentic Benchmarks
Yuxuan Zhu, Teng-Jun Jin, Yada Pruksachatkun, Andy K. Zhang +21 more
2025arXiv.org123 citations
Semantic Scholar
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations
Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta +3 more
2022Annual Meeting of the Association for Computational Linguistics116 citations Open access
Semantic Scholar
“I’m fully who I am”: Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation
Anaelia Ovalle, Palash Goyal, J. Dhamala, Zachary Jaggers +4 more
2023Conference on Fairness, Accountability and Transparency106 citations Open access
Semantic Scholar
Multi-VALUE: A Framework for Cross-Dialectal English NLP
Caleb Ziems, William B. Held, Jingfeng Yang, J. Dhamala +2 more
2022Annual Meeting of the Association for Computational Linguistics78 citations Open access
Semantic Scholar
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon Agi, Aaron Langford, Aayush Shah, Abhanshu Gupta +496 more
2025arXiv.org75 citations
Semantic Scholar
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
Umang Gupta, J. Dhamala, Varun Kumar, Apurv Verma +6 more
2022Findings66 citations Open access
Semantic Scholar
Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo in Cardiac Electrophysiology
J. Dhamala, H. Arevalo, J. Sapp, B. Horáček +3 more
2018Medical Image Anal.42 citations Open access
Semantic Scholar
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification
Yada Pruksachatkun, Satyapriya Krishna, J. Dhamala, Rahul Gupta +1 more
2021Findings33 citations Open access
Semantic Scholar
Embedding High-dimensional Bayesian Optimization via Generative Modeling: Parameter Personalization of Cardiac Electrophysiological Models
J. Dhamala, Pradeep Bajracharya, H. Arevalo, J. Sapp +4 more
2020Medical Image Anal.29 citations Open access
Semantic Scholar
Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential
S. Ghimire, J. Dhamala, P. Gyawali, J. Sapp +2 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention29 citations Open access
Semantic Scholar
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
Elan Markowitz, Anil Ramakrishna, J. Dhamala, Ninareh Mehrabi +4 more
2024Annual Meeting of the Association for Computational Linguistics26 citations
Semantic Scholar
Resolving Ambiguities in Text-to-Image Generative Models
Ninareh Mehrabi, Palash Goyal, Apurv Verma, J. Dhamala +6 more
2023Annual Meeting of the Association for Computational Linguistics25 citations Open access
Semantic Scholar
Spatially-Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology
J. Dhamala, H. Arevalo, J. Sapp, M. Horacek +3 more
2017IEEE Transactions on Medical Imaging25 citations Open access
Semantic Scholar
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, J. Dhamala +5 more
2023NAACL-HLT20 citations Open access
Semantic Scholar
High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model
J. Dhamala, S. Ghimire, J. Sapp, B. Horáček +1 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention16 citations Open access
Semantic Scholar
Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning
Md Shakil Zaman, J. Dhamala, Pradeep Bajracharya, J. Sapp +4 more
2021Frontiers in Physiology15 citations Open access
Semantic Scholar
Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: A Community-Based Approach
S. Ghimire, J. Dhamala, Jaume Coll-Font, J. Tate +4 more
20172017 Computing in Cardiology (CinC)15 citations Open access
Semantic Scholar
Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization
J. Dhamala, S. Ghimire, J. Sapp, B. Horáček +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention14 citations Open access
Semantic Scholar
An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation
J. Dhamala, Varun Kumar, Rahul Gupta, Kai-Wei Chang +1 more
2022Spoken Language Technology Workshop13 citations Open access
Semantic Scholar
Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences
S. Ghimire, P. Gyawali, J. Dhamala, J. Sapp +2 more
2019Information Processing in Medical Imaging12 citations Open access
Semantic Scholar
Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing Misgendering in LLMs with Pronoun Tokenization Parity
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, J. Dhamala +4 more
2023arXiv.org11 citations
Semantic Scholar
Measuring Fairness of Text Classifiers via Prediction Sensitivity
Satyapriya Krishna, Rahul Gupta, Apurv Verma, J. Dhamala +2 more
2022Annual Meeting of the Association for Computational Linguistics10 citations Open access
Semantic Scholar
Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction
Xia-Jun Jiang, S. Ghimire, J. Dhamala, Zhiyuan Li +2 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention10 citations Open access
Semantic Scholar
Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models
J. Dhamala, J. Sapp, B. Horáček, Lin-Wei Wang
2017Information Processing in Medical Imaging10 citations Open access
Semantic Scholar
The Consortium for Electrocardiographic Imaging
Jaume Coll-Font, J. Dhamala, D. Potyagaylo, W. Schulze +6 more
2016International Conference on Computing in Cardiology10 citations Open access
Semantic Scholar
JAB: Joint Adversarial Prompting and Belief Augmentation
Ninareh Mehrabi, Palash Goyal, Anil Ramakrishna, J. Dhamala +5 more
2023arXiv.org8 citations
Semantic Scholar
Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models
Ninareh Mehrabi, Palash Goyal, Apurv Verma, J. Dhamala +6 more
2022arXiv.org8 citations Open access
Semantic Scholar
Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models
J. Dhamala, J. Sapp, M. Horacek, Lin-Wei Wang
2016International Conference on Medical Image Computing and Computer-Assisted Intervention8 citations Open access
Semantic Scholar
LH-Deception: Simulating and Understanding LLM Deceptive Behaviors in Long-Horizon Interactions
Yang Xu, Xuan-Ming Zhang, Min-Hsuan Yeh, J. Dhamala +3 more
20257 citations
Semantic Scholar
FairCoder: Evaluating Social Bias of LLMs in Code Generation
Yong-Kang Du, Jen-Tse Huang, Jie-Yu Zhao, Lu Lin +80 more
7 citations
Semantic Scholar
Establishing Best Practices in Building Rigorous Agentic Benchmarks
Yuxuan Zhu, Teng-Jun Jin, Yada Pruksachatkun, Andy K. Zhang +22 more
2025Neural Information Processing Systems6 citations
Semantic Scholar
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
Ansel MacLaughlin, J. Dhamala, Anoop Kumar, Sriram Venkatapathy +2 more
2020First Workshop on Insights from Negative Results in NLP6 citations Open access
Semantic Scholar
Multivariate Time-Series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection
J. Dhamala, Emmanuel Azuh, Abdullah Al-Dujaili, Jonathan Rubin +1 more
2018IEEE Sensors Letters6 citations Open access
Semantic Scholar
MICo: Preventative Detoxification of Large Language Models through Inhibition Control
R. Siegelmann, Ninareh Mehrabi, Palash Goyal, P. Goyal +5 more
2024NAACL-HLT3 citations Open access
Semantic Scholar
Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions
Yang Xu, Xuan-Ming Zhang, Samuel Yeh, J. Dhamala +3 more
2025arXiv.org2 citations
Semantic Scholar
Measures and Best Practices for Responsible AI
Sunipa Dev, M. Sameki, J. Dhamala, Cho-Jui Hsieh
2021Knowledge Discovery and Data Mining1 citations
Semantic Scholar
P1125Noninvasive localization of premature ventricular complexes: a research-community-based approach
M. Cluitmans, S. Ghimire, J. Dhamala, Jaume Coll-Font +8 more
20181 citations Open access
Semantic Scholar
From Interpretability to Control: Insights from Six Years of the TrustNLP Workshop
Rahul Gupta, Abhinav Mohanty, Anaelia Ovalle, Anil Ramakrishna +9 more
20260 citations
Semantic Scholar
DECOR: Auditing LLM Deception via Information Manipulation Theory
Linyue Cai, Samuel Yeh, J. Dhamala, Rahul Gupta +1 more
2026arXiv.org0 citations
Semantic Scholar
Incorporating Fairness in Large Scale NLU Systems
Rahul Gupta, Lisa Bauer, Kai-Wei Chang, J. Dhamala +9 more
2023Web Search and Data Mining0 citations
Semantic Scholar
Bayesian Active Learning for Personalization and Uncertainty Quantification in Cardiac Electrophysiological Model
J. Dhamala
20200 citations
Semantic Scholar
Effect of heart rate and pacing mode on QRS fragmentation: implications for identification of patients with impaired ejection fraction and ventricular tachycardia
S. Ghimire, J. Dhamala, J. Tate, S. Giffard-Roisin +6 more
20180 citations
Semantic Scholar
The Consortium on Electrocardiographic Imaging
Jaume Coll-Font, Dana H. Brooks, P. van Dam, J. Dhamala +7 more
2016International Conference on Computing in Cardiology0 citations
Semantic Scholar

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J. Sapp×10
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