Somnath Banerjee
21 papers · 2013–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (9) π Academic Marathon (12) πΊοΈ Taxonomy Completionist (26)
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Hot Topic Early Bird
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Conference Polyglot
(9)
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Academic Marathon
(12)
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Dynamic Duo
(11)
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Topic Evolution
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Prolific Year
(5)
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Century Club
(19)
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Keyword Collector
(77)
Conferences
EMNLP (4)
IJCNLP (4)
AAAI (2)
AACL (2)
ACL (2)
COLING (2)
NAACL (2)
SEMEVAL (2)
NIPS (1)
Top co-authors
Keywords
large language model
(8)
text classification
(7)
hate speech detection
(5)
parameter steering
(4)
convolutional neural network
(4)
safety alignment
(3)
transfer learning
(2)
multilingual nlp
(2)
code-mixed text
(2)
language model
(2)
recurrent neural network
(2)
romanized bengali
(2)
sentiment analysis
(2)
multilingual model
(2)
cross-lingual transfer
(2)
model editing
(2)
ai safety
(2)
offensive language detection
(1)
multimodal learning
(1)
information retrieval
(1)
Papers
AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models
AAAI 2026
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models
AAAI 2025
Beyond Guardrails: Advanced Safety for Large Language Models β Monolingual, Multilingual and Multimodal Frontiers
AACL 2025
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment
EMNLP 2025
Beyond Guardrails: Advanced Safety for Large Language Models β Monolingual, Multilingual and Multimodal Frontiers
IJCNLP 2025
Navigating the Cultural Kaleidoscope: A Hitchhikerβs Guide to Sensitivity in Large Language Models
NAACL 2025
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
NAACL 2025
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models
ACL 2024
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
EMNLP 2024
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context
EMNLP 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks
COLING 2024
Multilingual Abusive Comment Detection at Scale for Indic Languages
NIPS 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification
ACL 2022
Hate Speech and Offensive Language Detection in Bengali
IJCNLP 2022
Hate Speech and Offensive Language Detection in Bengali
AACL 2022
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages
EMNLP 2021
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis
SEMEVAL 2020
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis
COLING 2020
JU_ETCE_17_21 at SemEval-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in Tweets
SEMEVAL 2019
NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis
IJCNLP 2017
An Empirical Study of Combing Multiple Models in Bengali Question Classification
IJCNLP 2013