Suparna De
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Learning Types
(2)
Resources & Methods
(2)
Security & Privacy
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(1)
zero-shot learning
(1)
multi-task learning
(1)
transfer learning
(1)
sentiment analysis
(1)
text classification
(1)
hierarchical classification
(1)
data augmentation
(1)
prompt engineering
(1)
extractive summarization
(1)
topic modeling
(1)
semantic analysis
(1)
text summarization
(1)
prompt-based learning
(1)
class imbalance
(1)
cross-lingual alignment
(1)
knowledge graph
(1)
generative model
(1)
gaussian mixture model
(1)
representation learning
(1)
Papers
Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty
AAAI 2026
DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment
EMNLP 2025
PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models
IJCNLP 2025
DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness
SemEval 2024
Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter
EMNLP 2024
Prompt-based Zero-shot Text Classification with Conceptual Knowledge
ACL 2023
Privacy Pitfalls of Online Service Terms and Conditions: a Hybrid Approach for Classification and Summarization
EMNLP 2022