Nupoor Gandhi
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(6)
Natural Language Processing
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Interdisciplinary
(2)
Applications · Data Science & Analytics
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Clinical
(1)
Core Methods
(1)
Differential Privacy
(1)
Keywords
domain adaptation
(3)
synthetic data
(2)
large language model
(2)
synthetic data generation
(2)
high-stakes domain
(2)
natural language processing
(2)
knowledge distillation
(1)
text mining
(1)
transfer learning
(1)
text generation
(1)
privacy preservation
(1)
coreference resolution
(1)
clinical note
(1)
evaluation framework
(1)
named entity recognition
(1)
privacy leakage
(1)
policy extraction
(1)
information extraction
(1)
domain expert
(1)
social media analysis
(1)
Papers
Beyond Text: Characterizing Domain Expert Needs in Document Research
ACL 2025
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains
EMNLP 2025
Challenges in End-to-End Policy Extraction from Climate Action Plans
ACL 2024
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains
EMNLP 2024
Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution
ACL 2023
Improving Span Representation for Domain-adapted Coreference Resolution
EMNLP 2021
Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract)
AAAI 2020