Avijit Mitra
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Keyword Champion (2)
π₯
Unstoppable Β· Bronze
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
text classification
(2)
synthetic data generation
(2)
few-shot learning
(2)
social determinant
(2)
large language model
(2)
image synthesis
(1)
text-to-image generation
(1)
health information extraction
(1)
medical nlp
(1)
state space model
(1)
large multimodal model
(1)
electronic health record
(1)
chain-of-thought prompting
(1)
medical diagnosis
(1)
zero-shot prompting
(1)
clinical text
(1)
clinical natural language processing
(1)
prompt-based fine-tuning
(1)
medical coding
(1)
knowledge injection
(1)
Papers
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text
EMNLP 2025
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes
NAACL 2024
Generating Contextual Images for Long-Form Text
COLING 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?
ACL 2023
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
EMNLP 2022
MIMIC-SBDH: A Dataset for Social and Behavioral Determinants of Health
MLHC 2021