Sumegh Roychowdhury
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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The Questioner
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Keyword Collector
(50)
Venues
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Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Deep Learning
(5)
Applications · Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Core Methods
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications · Data Science & Analytics
(1)
Clinical
(1)
Keywords
text classification
(4)
hate speech detection
(3)
pre-trained language model
(2)
self-supervised learning
(2)
sample complexity
(1)
natural language inference
(1)
natural language processing
(1)
social media analysis
(1)
model calibration
(1)
cross-lingual transfer
(1)
data augmentation
(1)
mutual information
(1)
gradient boosting
(1)
rating prediction
(1)
social network
(1)
generative model
(1)
discrete diffusion
(1)
multilingual nlp
(1)
textual entailment
(1)
sentiment analysis
(1)
Papers
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
EMNLP 2025
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques
ACL 2024
Data-Efficient Methods For Improving Hate Speech Detection
EACL 2023
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection
NAACL 2022
Multilingual Abusive Comment Detection at Scale for Indic Languages
NeurIPS 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization
NAACL 2022
IIT-KGP at COIN 2019: Using pre-trained Language Models for modeling Machine Comprehension
EMNLP 2019
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier
ACL 2019