Somnath Basu Roy Chowdhury
18 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
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Taxonomy Completionist
(48)
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Grand Slam
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Dynamic Duo
(16)
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Prolific Year
(5)
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Unstoppable
(5)
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Century Club
(18)
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Trend Setter
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Keyword Collector
(85)
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The Questioner
(2)
Conferences
EMNLP (5)
ACL (3)
NIPS (3)
ICLR (2)
NAACL (2)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
representation learning
(5)
extractive summarization
(4)
text classification
(3)
opinion summarization
(3)
unsupervised learning
(3)
model compression
(2)
demographic bia
(2)
transformer model
(2)
transfer learning
(2)
dictionary learning
(2)
low displacement rank
(2)
latent representation
(2)
natural language processing
(1)
sentiment analysis
(1)
sparse coding
(1)
transformer architecture
(1)
aspect-aware summarization
(1)
matrix factorization
(1)
natural language inference
(1)
attention mechanism
(1)
Papers
Fundamental Limits of Perfect Concept Erasure
AISTATS 2025
Exploring Safety-Utility Trade-Offs in Personalized Language Models
NAACL 2025
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
ICLR 2025
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
NIPS 2024
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
ICLR 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
NIPS 2024
Robust Concept Erasure via Kernelized Rate-Distortion Maximization
NIPS 2023
Sustaining Fairness via Incremental Learning
AAAI 2023
Aspect-aware Unsupervised Extractive Opinion Summarization
ACL 2023
Unsupervised Opinion Summarization Using Approximate Geodesics
EMNLP 2023
Efficient Graph Field Integrators Meet Point Clouds
ICML 2023
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization
ACL 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding
ACL 2022
Does Commonsense help in detecting Sarcasm?
EMNLP 2021
Is Everything in Order? A Simple Way to Order Sentences
EMNLP 2021
Adversarial Scrubbing of Demographic Information for Text Classification
EMNLP 2021
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing
EMNLP 2019
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing
NAACL 2018