Somnath Banerjee

According to our database, Somnath Banerjee authored at least 17 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models.

Somnath Banerjee, Soham Tripathy, Sayan Layek, Shanu Kumar, Animesh Mukherjee, Rima Hazra

CoRR, 2024

Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance.

Somnath Banerjee, Avik Halder, Rajarshi Mandal, Sayan Layek, Ian Soboroff, Rima Hazra, Animesh Mukherjee

CoRR, 2024

How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queries.

Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee

CoRR, 2024

Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context.

Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee

CoRR, 2024

DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem.

Somnath Banerjee, Avik Dutta, Aaditya Agrawal, Rima Hazra, Animesh Mukherjee

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations.

Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks.

Somnath Banerjee, Maulindu Sarkar, Punyajoy Saha, Binny Mathew, Animesh Mukherjee

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models.

Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Redefining Developer Assistance: Through Large Language Models in Software Ecosystem.

Somnath Banerjee, Avik Dutta, Sayan Layek, Amruit Sahoo, Sam Conrad Joyce, Rima Hazra

CoRR, 2023

Evaluating the Ebb and Flow: An In-depth Analysis of Question-Answering Trends across Diverse Platforms.

Rima Hazra, Agnik Saha, Somnath Banerjee, Animesh Mukherjee

CoRR, 2023

Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities.

Rima Hazra, Debanjan Saha, Amruit Sahoo, Somnath Banerjee, Animesh Mukherjee

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

2022

hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification.

Mithun Das, Somnath Banerjee, Animesh Mukherjee

CoRR, 2022

Multilingual Abusive Comment Detection at Scale for Indic Languages.

Vikram Gupta, Sumegh Roychowdhury, Mithun Das, Somnath Banerjee, Punyajoy Saha, Binny Mathew, Hastagiri Prakash Vanchinathan, Animesh Mukherjee

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Hate Speech and Offensive Language Detection in Bengali.

Mithun Das, Somnath Banerjee, Punyajoy Saha, Animesh Mukherjee

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages.

Mithun Das, Somnath Banerjee, Animesh Mukherjee

Proceedings of the HT '22: 33rd ACM Conference on Hypertext and Social Media, 2022

2021

Abusive and Threatening Language Detection in Urdu using Boosting Based and BERT Based Models: A Comparative Approach.

Mithun Das, Somnath Banerjee, Punyajoy Saha

Proceedings of the Working Notes of FIRE 2021, 2021

Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages.

Somnath Banerjee, Maulindu Sarkar, Nancy Agrawal, Punyajoy Saha, Mithun Das

Proceedings of the Working Notes of FIRE 2021, 2021