Soumen Chakrabarti

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Prabhakar RaghavanGoogleVerified email at google.com
Sunita SarawagiIndian Institute of Technology Bombay, Mumbai, India.Verified email at iitb.ac.in
S. SudarshanProfessor of Computer Science, Indian Institute of Technology, BombayVerified email at cse.iitb.ac.in
Ganesh RamakrishnanProfessor, Department of Computer Science and Engineering, Indian Institute of Technology BombayVerified email at cse.iitb.ac.in
Andrew TomkinsGoogleVerified email at google.com
Jon KleinbergProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Katherine YelickAssociate Laboratory Director of Computing Sciences, LBNL and EECS Professor, UC BerkeleyVerified email at lbl.gov
Ravi KumarGoogleVerified email at google.com
Abir DeAssistant Professor, CSE, IIT BombayVerified email at cse.iitb.ac.in
Rakesh AgrawalData Insights LaboratoriesVerified email at datainsightslabs.com
Niloy GangulyDepartment of CSE, Indian Institute of Technology, KharagpurVerified email at cse.iitkgp.ac.in
Vihari PiratlaPostdoc, Cambridge UniversityVerified email at cam.ac.uk
Uma SawantPhD student at IIT BombayVerified email at cse.iitb.ac.in
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Piotr IndykProfessor of Electrical Engineering and Computer Science, MITVerified email at mit.edu
Hrishikesh KarambelkarIIT BombayVerified email at cse.iitb.ac.in
Prachi JainMicrosoft ResearchVerified email at microsoft.com
Shantanu GodboleIBM ResearchVerified email at in.ibm.com
Tanmoy ChakrabortyIIT Delhi, IndiaVerified email at iitd.ac.in
Sourangshu BhattacharyaAssociate Professor, at Dept. Computer Science and Engineering, Indian Institute of TechnologyVerified email at cse.iitkgp.ac.in

Soumen Chakrabarti

IIT Bombay

Verified email at cse.iitb.ac.in - Homepage

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Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs A Nag, A Mukherjee, N Ganguly, S Chakrabarti arXiv preprint arXiv:2403.05434, 2024		2024
Graph Regularized Encoder Training for Extreme Classification A Mittal, S Mohan, D Saini, SC Prabhu, S Agarwal, S Chakrabarti, P Kar, ... arXiv preprint arXiv:2402.18434, 2024		2024
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning S Dutta, J Singh, S Chakrabarti, T Chakraborty arXiv preprint arXiv:2402.18312, 2024	1	2024
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning TC Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen ... AAAI, 2024	1*	2024
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation H Srivastava, K Pruthi, S Chakrabarti arXiv preprint arXiv:2311.08511, 2023		2023
Small language models fine-tuned to coordinate larger language models improve complex reasoning G Juneja, S Dutta, S Chakrabarti, S Manchanda, T Chakraborty arXiv preprint arXiv:2310.18338, 2023	4	2023
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs SC Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Mehran Kazemi, Partha Talukdar EACL, 2023	10*	2023
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering FFP Vishwajeet Kumar, Yash Gupta, Saneem Chemmengath, Jaydeep Sen, Soumen ... ACL, 2023	5*	2023
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks SC Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly ACL Findings, 2023	2*	2023
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark M Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti ACL, 2023		2023
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search AD Indradyumna Roy, Rishi Agarwal, Soumen Chakrabarti, Anirban Dasgupta NeurIPS, 2023		2023
Small Language Models Fine-Tuned for Decomposition and Solution Improve Complex Reasoning TC Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda EMNLP, 2023		2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL SC Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi EMNLP, 2023	4*	2023
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers SS Abhijeet Awasthi, Soumen Chakrabarti AAAI, 2023	3*	2023
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark S Mittal, K Kolluru, S Chakrabarti arXiv preprint arXiv:2211.06959, 2022		2022
Incomplete gamma integrals for deep cascade prediction using content, network, and exogenous signals S Dutta, S Mittal, D Das, S Chakrabarti, T Chakraborty IEEE Transactions on Knowledge and Data Engineering 35 (6), 5991-6002, 2022	1	2022
Deep knowledge graph representation learning for completion, alignment, and question answering S Chakrabarti Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022	7	2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection A De, S Chakrabarti NeurIPS, 2022	1	2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks I Roy, S Chakrabarti, A De NeurIPS, 2022		2022
Joint Completion and Alignment of Multilingual Knowledge Graphs S Chakrabarti, H Singh, S Lohiya, P Jain, Mausam EMNLP, 2022	10	2022

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