Nishtha Madaan
5 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
concept drift
(1)
sentiment analysis
(1)
text classification
(1)
question decomposition
(1)
text generation
(1)
content moderation
(1)
sql generation
(1)
distribution shift
(1)
data drift
(1)
counterfactual generation
(1)
news article
(1)
natural language interface
(1)
textual content
(1)
small language model
(1)
schema linking
(1)
model retraining
(1)
large language model
(1)
natural language to sql
(1)
recall optimization
(1)
ensemble detector
(1)
Papers
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition
EMNLP 2025
LLMGuard: Guarding against Unsafe LLM Behavior
AAAI 2024
DetAIL: A Tool to Automatically Detect and Analyze Drift in Language
AAAI 2023
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
AAAI 2021
Multidimensional Analysis of Trust in News Articles (Student Abstract)
AAAI 2020