Subhabrata Dutta

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Transfer Learning

Dynamical Systems

Online Discussion

Top Venues

Publications

Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. CoRR (2024)
Anwoy Chatterjee, Eshaan Tanwar, Subhabrata Dutta, Tanmoy Chakraborty
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks. CoRR (2024)
Gurusha Juneja, Subhabrata Dutta, Tanmoy Chakraborty
: A Simple Society of Language Models Solves Complex Reasoning. CoRR (2024)
Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. Trans. Mach. Learn. Res. 2024 (2024)
Anwoy Chatterjee, Eshaan Tanwar, Subhabrata Dutta, Tanmoy Chakraborty
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks. ACL (1) (2024)
Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning. AAAI (2024)
Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. EMNLP (2023)
Eshaan Tanwar, Manish Borthakur, Subhabrata Dutta, Tanmoy Chakraborty
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment. CoRR (2023)
Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur, Tanmoy Chakraborty
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment. ACL (1) (2023)
Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. CoRR (2023)
Vasu Goel, Dhruv Sahnan, Subhabrata Dutta, Anil Bandhakavi, Tanmoy Chakraborty
Hatemongers ride on echo chambers to escalate hate speech diffusion. CoRR (2023)
Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty
Incomplete Gamma Integrals for Deep Cascade Prediction Using Content, Network, and Exogenous Signals. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Subhabrata Dutta, Tanmoy Chakraborty
Thus Spake ChatGPT. Commun. ACM 66 (12) (2023)
Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning. CoRR (2023)
Subhabrata Dutta, Rudra Dhar, Prantik Guha, Arpan Murmu, Dipankar Das
A Multilingual Dataset for Identification of Factual Claims in Indian Twitter. FIRE (2022)
Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. CoRR (2022)
Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? CoRR (2022)
Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. WSDM (2022)
Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL (1) (2022)
Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty
Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter. ICDE (2021)
Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. NeurIPS (2021)
Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty
Incomplete Gamma Integrals for Deep Cascade Prediction using Content, Network, and Exogenous Signals. CoRR (2021)
Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. CoRR (2021)
Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. KDD (2020)
Sainik Kumar Mahata, Subhabrata Dutta, Dipankar Das, Sivaji Bandyopadhyay
Performance Gain in Low Resource MT with Transfer Learning: An Analysis concerning Language Families. FIRE (2020)
Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty
Changing views: Persuasion modeling and argument extraction from online discussions. Inf. Process. Manag. 57 (2) (2020)
Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. CoRR (2020)
Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty
Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter. CoRR (2020)
Subhabrata Dutta, Dipankar Das, Gunkirat Kaur, Shreyans Mongia, Arpan Mukherjee, Tanmoy Chakraborty
Into the Battlefield: Quantifying and Modeling Intra-community Conflicts in Online Discussion. CIKM (2019)
Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory. CoRR (2019)
Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty
Changing Views: Persuasion Modeling and Argument Extraction from Online Discussions. CoRR (2019)
Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory. ICDM (2019)
Rudra Dhar, Subhabrata Dutta, Dipankar Das
A Hybrid Model to Rank Sentences for Check-worthiness. CLEF (Working Notes) (2019)
Avishek Garain, Sainik Kumar Mahata, Subhabrata Dutta
Normalyzing Numeronyms - A NLP approach. CoRR (2019)
Subhabrata Dutta, Gunkirat Kaur, Shreyans Mongia, Arpan Mukherjee, Dipankar Das, Tanmoy Chakraborty
Into the Battlefield: Quantifying and Modeling Intra-community Conflicts in Online Discussion. CoRR (2019)
Subhabrata Dutta, Tanmoy Chakraborty, Dipankar Das
How did the discussion go: Discourse act classification in social media conversations. CoRR (2018)
Subhabrata Dutta, Dipankar Das
Dialogue Modelling in Multi-party Social Media Conversation. TSD (2017)