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Soumen Chakrabarti

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Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs

Mar 08, 2024
Arijit Nag, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti

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Graph Regularized Encoder Training for Extreme Classification

Feb 28, 2024
Anshul Mittal, Shikhar Mohan, Deepak Saini, Suchith C. Prabhu, Jain jiao, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma

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How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning

Feb 28, 2024
Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty

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Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Dec 19, 2023
Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty

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CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation

Nov 14, 2023
Harshvardhan Srivastava, Kanav Pruthi, Soumen Chakrabarti, Mausam

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CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL

Nov 02, 2023
Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti

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Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning

Oct 21, 2023
Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty

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Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers

Jan 10, 2023
Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi

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mOKB6: A Multilingual Open Knowledge Base Completion Benchmark

Nov 13, 2022
Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam

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TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs

Oct 12, 2022
Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha Talukdar, Soumen Chakrabarti

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