Mehak Gupta

5 papers · 2022–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

MLHC (2) AAAI (1) ACL (1) NAACL (1)

Top co-authors

Rahmatollah Beheshti (2) Raphael Poulain (2) Jia Zhang (1) Zerui Ma (1) Ashish Basavaraju (1) Joshua Oltmanns (1) Tanmoy Chakraborty (1) Labiba Jahan (1) Nahed Abdelgaber (1) Zhongjie Wu (1)

Research topics

Artificial Intelligence (5) Machine Learning (4) Core AI (3) Learning Paradigms (2) Learning Types (2) Healthcare & Medicine (1) Natural Language Processing (1) Clinical (1) Core Methods (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

electronic health record (2) semi-supervised learning (2) few-shot learning (1) transfer learning (1) natural language processing (1) attention mechanism (1) topic modeling (1) adversarial training (1) sparse autoencoder (1) multimodal embedding (1) multilingual language model (1) linguistic structure (1) socioeconomic status (1) linguistic abstraction (1) orthographic representation (1) behrt (1) bioclinicalbert (1) error distribution disparity index (1) fairness-aware (1) federated learning (1)

Papers

Multilingual Language Models Encode Script Over Linguistic Structure ACL 2026 AI Assistant for Socioeconomic Empowerment Using Federated Learning NAACL 2025 Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding MLHC 2025 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022 Flexible-Window Predictions on Electronic Health Records AAAI 2022