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2020 – today
- 2024
[j4]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)- [c15]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: 17951-17959 - [c14]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: 11568-11587 - [i21]Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty:
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. CoRR abs/2402.18312 (2024) - [i20]Gurusha Juneja, Subhabrata Dutta, Tanmoy Chakraborty:
LM2: A Simple Society of Language Models Solves Complex Reasoning. CoRR abs/2404.02255 (2024) - [i19]Anwoy Chatterjee, Eshaan Tanwar, Subhabrata Dutta, Tanmoy Chakraborty:
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks. CoRR abs/2405.10548 (2024) - [i18]Subhabrata Dutta, Timo Kaufmann, Goran Glavas, Ivan Habernal, Kristian Kersting, Frauke Kreuter, Mira Mezini, Iryna Gurevych, Eyke Hüllermeier, Hinrich Schütze:
Problem Solving Through Human-AI Preference-Based Cooperation. CoRR abs/2408.07461 (2024) - [i17]Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty:
Self-similarity of temporal interaction networks arises from hyperbolic geometry with time-varying curvature. CoRR abs/2409.07733 (2024) - [i16]Prasoon Bajpai, Niladri Chatterjee, Subhabrata Dutta, Tanmoy Chakraborty:
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators. CoRR abs/2409.14037 (2024) - 2023
- [j3]Subhabrata Dutta, Tanmoy Chakraborty:
Thus Spake ChatGPT. Commun. ACM 66(12): 16-19 (2023) - [j2]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): 5991-6002 (2023) - [c13]Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur, Tanmoy Chakraborty:
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment. ACL (1) 2023: 6292-6307 - [c12]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: 3675-3691 - [i15]Vasu Goel, Dhruv Sahnan, Subhabrata Dutta, Anil Bandhakavi, Tanmoy Chakraborty:
Hatemongers ride on echo chambers to escalate hate speech diffusion. CoRR abs/2302.02479 (2023) - [i14]Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur, Tanmoy Chakraborty:
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment. CoRR abs/2305.05940 (2023) - [i13]Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty:
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. CoRR abs/2310.18338 (2023) - [i12]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 abs/2312.05571 (2023) - 2022
- [c11]Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty:
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL (1) 2022: 7774-7786 - [c10]Subhabrata Dutta, Rudra Dhar, Prantik Guha, Arpan Murmu, Dipankar Das:
A Multilingual Dataset for Identification of Factual Claims in Indian Twitter. FIRE 2022: 88-92 - [c9]Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty:
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. WSDM 2022: 241-251 - [i11]Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty:
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. CoRR abs/2201.00614 (2022) - [i10]Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty:
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? CoRR abs/2203.12881 (2022) - 2021
- [c8]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: 504-515 - [c7]Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty:
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. NeurIPS 2021: 5531-5544 - [i9]Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty:
Incomplete Gamma Integrals for Deep Cascade Prediction using Content, Network, and Exogenous Signals. CoRR abs/2106.07012 (2021) - [i8]Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty:
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. CoRR abs/2109.15142 (2021) - 2020
- [j1]Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty:
Changing views: Persuasion modeling and argument extraction from online discussions. Inf. Process. Manag. 57(2): 102085 (2020) - [c6]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: 58-61 - [c5]Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty:
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. KDD 2020: 1999-2008 - [i7]Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty:
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. CoRR abs/2006.07812 (2020) - [i6]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 abs/2010.04377 (2020)
2010 – 2019
- 2019
- [c4]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: 1271-1280 - [c3]Rudra Dhar, Subhabrata Dutta, Dipankar Das:
A Hybrid Model to Rank Sentences for Check-worthiness. CLEF (Working Notes) 2019 - [c2]Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty:
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory. ICDM 2019: 180-189 - [i5]Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty:
Changing Views: Persuasion Modeling and Argument Extraction from Online Discussions. CoRR abs/1907.06076 (2019) - [i4]Avishek Garain, Sainik Kumar Mahata, Subhabrata Dutta:
Normalyzing Numeronyms - A NLP approach. CoRR abs/1907.13356 (2019) - [i3]Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty:
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory. CoRR abs/1908.03770 (2019) - [i2]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 abs/1909.01200 (2019) - 2018
- [i1]Subhabrata Dutta, Tanmoy Chakraborty, Dipankar Das:
How did the discussion go: Discourse act classification in social media conversations. CoRR abs/1808.02290 (2018) - 2017
- [c1]Subhabrata Dutta, Dipankar Das:
Dialogue Modelling in Multi-party Social Media Conversation. TSD 2017: 219-227
Coauthor Index
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