Soumen Chakrabarti

Indian Institute of Technology Kharagpur — India

Computer Science · Physical Sciences

50h-index12.4kcitations250works0.52yr avg
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Research Topics

Topic Modeling(81), Natural Language Processing Techniques(56), Web Data Mining and Analysis(55), Advanced Graph Neural Networks(36), Complex Network Analysis Techniques(30)

Publications250 total

Retrieval of Graph Structured Objects: Theory and Applications
2025
Graph Regularized Encoder Training for Extreme Classification
2025Open Access
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
arXiv (Cornell University)·2025Open Access
Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
arXiv (Cornell University)·2025· 2 citedOpen Access
MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs
2025Open Access
Graph Representation of Tables+Text and Compact Subgraph Retrieval for QA Tasks
Lecture notes in computer science·2025
Dense Retrieval with Quantity Comparison Intent
2025
Efficient Continual Pre-training of LLMs for Low-resource Languages
2025Open Access
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
2025Open Access
Efficient Continual Pre-training of LLMs for Low-resource Languages
arXiv (Cornell University)·2024· 1 citedOpen Access
Graph Edit Distance with General Costs Using Neural Set Divergence
arXiv (Cornell University)·2024Open Access
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 2 citedOpen Access
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
arXiv (Cornell University)·2024Open Access
Graph Regularized Encoder Training for Extreme Classification
arXiv (Cornell University)·2024Open Access
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning
arXiv (Cornell University)·2024Open Access
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
2024· 1 cited
Graph Edit Distance with General Costs Using Neural Set Divergence
2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
2024· 3 citedOpen Access
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
arXiv (Cornell University)·2023Open Access
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Byron Dom(9), Sunita Sarawagi(7), Prabhakar Raghavan(4), Ganesh Ramakrishnan(3), Shantanu Godbole(3), Martin van den Berg(2), Gaurav Bhalotia(2), Arvind Hulgeri(2), Charuta Nakhe(2), S. Sudarshan(2), Piotr Indyk(2), David Gibson(2), Jon Kleinberg(2), Shiv Shankar(2), Vihari Piratla(2), Siddhartha Chaudhuri(2), Preethi Jyothi(2), Kunal Punera(2), Rakesh Agrawal(2), Shourya Roy(2)