Somnath Banerjee

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 30

Top Topics

Named Entity Recognition

Classifier Combination

Question Answering

Top Venues

Computación y Sistemas

Publications

Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. CoRR (2024)
Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. CoRR (2024)
Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. ACL (Findings) (2024)
Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context. CoRR (2024)
Somnath Banerjee, Avik Dutta, Aaditya Agrawal, Rima Hazra, Animesh Mukherjee
DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem. CoRR (2024)
Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queries. CoRR (2024)
Rima Hazra, Debanjan Saha, Amruit Sahoo, Somnath Banerjee, Animesh Mukherjee
Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities. CoRR (2023)
Rima Hazra, Debanjan Saha, Amruit Sahoo, Somnath Banerjee, Animesh Mukherjee
Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities. ASONAM (2023)
Somnath Banerjee, Avik Dutta, Sayan Layek, Amruit Sahoo, Sam Conrad Joyce, Rima Hazra
Redefining Developer Assistance: Through Large Language Models in Software Ecosystem. CoRR (2023)
Vikram Gupta, Sumegh Roychowdhury, Mithun Das, Somnath Banerjee, Punyajoy Saha, Binny Mathew, Hastagiri Prakash Vanchinathan, Animesh Mukherjee
Multilingual Abusive Comment Detection at Scale for Indic Languages. NeurIPS (2022)
Somnath Banerjee, Maulindu Sarkar, Nancy Agrawal, Punyajoy Saha, Mithun Das
Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages. CoRR (2021)
Rexhina Blloshmi, Tommaso Pasini, Niccolò Campolungo, Somnath Banerjee, Roberto Navigli, Gabriella Pasi
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages. EMNLP (1) (2021)
Mithun Das, Somnath Banerjee, Punyajoy Saha
Abusive and Threatening Language Detection in Urdu using Boosting based and BERT based models: A Comparative Approach. CoRR (2021)
Simona Frenda, Somnath Banerjee, Paolo Rosso, Viviana Patti
Do Linguistic Features Help Deep Learning? The Case of Aggressiveness in Mexican Tweets. Computación y Sistemas 24 (2) (2020)
Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
Classifier Combination Approach for Question Classification for Bengali Question Answering System. CoRR (2020)
Mathilde Veron, Anselmo Peñas, Guillermo Echegoyen, Somnath Banerjee, Sahar Ghannay, Sophie Rosset
A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios. NLDB (2020)
Somnath Banerjee, Monojit Choudhury, Kunal Chakma, Sudip Kumar Naskar, Amitava Das, Sivaji Bandyopadhyay, Paolo Rosso
MSIR@FIRE: A Comprehensive Report from 2013 to 2016. SN Comput. Sci. 1 (1) (2020)
Somnath Banerjee, Sahar Ghannay, Sophie Rosset, Anne Vilnat, Paolo Rosso
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis. SemEval@COLING (2020)
Somnath Banerjee, Sahar Ghannay, Sophie Rosset, Anne Vilnat, Paolo Rosso
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis. CoRR (2020)
Shukrity Si, Anisha Datta, Somnath Banerjee, Sudip Kumar Naskar
Aggression Detection on Multilingual Social Media Text. ICCCNT (2019)
Alessandro Magnani, Feng Liu, Min Xie, Somnath Banerjee
Neural Product Retrieval at Walmart.com. WWW (Companion Volume) (2019)
Preeti Mukherjee, Mainak Pal, Somnath Banerjee, Sudip Kumar Naskar
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@NAACL-HLT (2019)
Simona Frenda, Somnath Banerjee
Deep Analysis in Aggressive Mexican Tweets. IberEval@SEPLN (2018)
Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
Code mixed cross script factoid question classification - A deep learning approach. J. Intell. Fuzzy Syst. 34 (5) (2018)
Somnath Banerjee, Partha Pakray, Riyanka Manna, Dipankar Das, Alexander F. Gelbukh
NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis. IJCNLP (Shared Tasks) (2017)
Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
Named Entity Recognition on Code-Mixed Cross-Script Social Media Content. Computación y Sistemas 21 (4) (2017)
Somnath Banerjee, Kunal Chakma, Sudip Kumar Naskar, Amitava Das, Paolo Rosso, Sivaji Bandyopadhyay, Monojit Choudhury
Overview of the Mixed Script Information Retrieval (MSIR) at FIRE-2016. FIRE Workshop (2016)
Somnath Banerjee, Kunal Chakma, Sudip Kumar Naskar, Amitava Das, Paolo Rosso, Sivaji Bandyopadhyay, Monojit Choudhury
Overview of the Mixed Script Information Retrieval (MSIR) at FIRE-2016. FIRE (Working Notes) (2016)
Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
The First Cross-Script Code-Mixed Question Answering Corpus. MultiLingMine@ECIR (2016)
Riyanka Manna, Partha Pakray, Somnath Banerjee, Dipankar Das, Alexander F. Gelbukh
CookingQA: A Question Answering System Based on Cooking Ontology. MICAI (1) (2016)
Royal Sequiera, Monojit Choudhury, Parth Gupta, Paolo Rosso, Shubham Kumar, Somnath Banerjee, Sudip Kumar Naskar, Sivaji Bandyopadhyay, Gokul Chittaranjan, Amitava Das, Kunal Chakma
Overview of FIRE-2015 Shared Task on Mixed Script Information Retrieval. FIRE Workshops (2015)
Soumik Mandal, Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
Adaptive Voting in Multiple Classifier Systems for Word Level Language Identification. FIRE Workshops (2015)
Sombuddha Choudhury, Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
Entity Extraction from Social Media using Machine Learning Approaches. FIRE Workshops (2015)
Sukanya Dutta, Tista Saha, Somnath Banerjee, Sudip Kumar Naskar
Text normalization in code-mixed social media text. ReTIS (2015)
Somnath Banerjee, Tushar Gupta
Optimized Simulation Acceleration with Partial Testbench Evaluation. MTV (2014)
Somnath Banerjee, Sudip Kumar Naskar, Sivaji Bandyopadhyay
BFQA: A Bengali Factoid Question Answering System. TSD (2014)
Somnath Banerjee, Alapan Kuila, Aniruddha Roy, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay
A Hybrid Approach for Transliterated Word-Level Language Identification: CRF with Post-Processing Heuristics. FIRE (2014)
Somnath Banerjee, Pintu Lohar, Sudip Kumar Naskar, Sivaji Bandyopadhyay
The First Resource for Bengali Question Answering Research. PolTAL (2014)
Somnath Banerjee, Sudip Kumar Naskar, Sivaji Bandyopadhyay
Bengali Named Entity Recognition Using Margin Infused Relaxed Algorithm. TSD (2014)
Somnath Banerjee, Pinaki Bhaskar, Partha Pakray, Sivaji Bandyopadhyay, Alexander F. Gelbukh
Multiple Choice Question (MCQ) Answering System for Entrance Examination. CLEF (Working Notes) (2013)
Somnath Banerjee, Sivaji Bandyopadhyay
An Empirical Study of Combing Multiple Models in Bengali Question Classification. IJCNLP (2013)
Pinaki Bhaskar, Somnath Banerjee, Partha Pakray, Samadrita Banerjee, Sivaji Bandyopadhyay, Alexander F. Gelbukh
Multiple Choice Question (MCQ) Answering for Machine Reading Evaluation. CLEF (Working Notes) (2013)
Pinaki Bhaskar, Somnath Banerjee, Sivaji Bandyopadhyay
Tweet Contextualization (Answering Tweet Question) - the Role of Multi-document Summarization. CLEF (Working Notes) (2013)
Braja Gopal Patra, Somnath Banerjee, Dipankar Das, Tanik Saikh, Sivaji Bandyopadhyay
Automatic Author Profiling Based on Linguistic and Stylistic Features Notebook for PAN at CLEF 2013. CLEF (Working Notes) (2013)
Somnath Banerjee, Sivaji Bandyopadhyay
Bengali Question Classification: Towards Developing QA System. WSSANLP@COLING (2012)
Pinaki Bhaskar, Somnath Banerjee, Sivaji Bandyopadhyay
A Hybrid Tweet Contextualization System using IR and Summarization. CLEF (Online Working Notes/Labs/Workshop) (2012)
Somnath Banerjee, Tushar Gupta
Fast and scalable hybrid functional verification and debug with dynamically reconfigurable co-simulation. ICCAD (2012)
Partha Pakray, Pinaki Bhaskar, Somnath Banerjee, Sivaji Bandyopadhyay, Alexander F. Gelbukh
An Automatic System for Modality and Negation Detection. CLEF (Online Working Notes/Labs/Workshop) (2012)
Pinaki Bhaskar, Partha Pakray, Somnath Banerjee, Samadrita Banerjee, Sivaji Bandyopadhyay, Alexander F. Gelbukh
Question Answering System for QA4MRE@CLEF 2012. CLEF (Online Working Notes/Labs/Workshop) (2012)
Somnath Banerjee, Tushar Gupta
Efficient Online RTL Debugging Methodology for Logic Emulation Systems. VLSI Design (2012)
Somnath Banerjee, Tushar Gupta, Saurabh Jain
A scalable hybrid verification system based on HDL slicing. HLDVT (2011)
Pinaki Bhaskar, Somnath Banerjee, Snehasis Neogi, Sivaji Bandyopadhyay
A Hybrid QA System with Focused IR and Automatic Summarization for INEX 2011. INEX (2011)
Partha Pakray, Pinaki Bhaskar, Somnath Banerjee, Bidhan Chandra Pal, Sivaji Bandyopadhyay, Alexander F. Gelbukh
A Hybrid Question Answering System based on Information Retrieval and Answer Validation. CLEF (Notebook Papers/Labs/Workshop) (2011)
Somnath Banerjee, Soumen Chakrabarti, Ganesh Ramakrishnan
Learning to rank for quantity consensus queries. SIGIR (2009)
Somnath Banerjee, Dipankar Das, Sivaji Bandyopadhyay
Bengali Verb Subcategorization Frame Acquisition - A Baseline Model. ALR7@IJCNLP (2009)
Somnath Banerjee
Improving text classification accuracy using topic modeling over an additional corpus. SIGIR (2008)
Somnath Banerjee, Martin Scholz
Leveraging Web 2.0 Sources for Web Content Classification. Web Intelligence (2008)
Somnath Banerjee, Krishnan Ramanathan
Collaborative filtering on skewed datasets. WWW (2008)
Somnath Banerjee, Krishnan Ramanathan, Ajay Gupta
Clustering short texts using wikipedia. SIGIR (2007)
Somnath Banerjee
Boosting inductive transfer for text classification using wikipedia. ICMLA (2007)
Sudipta Saha, Debashis Paul, Ashutosh Mukherjee, Somnath Banerjee, G. C. Majumder
Development of a Unique Computerized Spectrophotometric System with Vertical Movement of the Cuvette for Sperm Motilty Analysis. CCECE (2006)
Somnath Banerjee, Arobinda Gupta, Anupam Basu
Online Transcoding of Web Pages for Mobile Devices. Mobile HCI (2003)