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CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models



Bishal Santra , Ravi Ghadia , Arpit Dwivedi , Manish Gupta , Pawan Goyal

* 15 pages, 3 figures 

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Neural ODEs with Irregular and Noisy Data



Pawan Goyal , Peter Benner

* arXiv admin note: substantial text overlap with arXiv:2109.11446 

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A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection



Ankan Mullick , Sukannya Purkayastha , Pawan Goyal , Niloy Ganguly

* Accepted as Full Paper at Findings of NAACL, 2022 

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A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems



Debjoy Saha , Bishal Santra , Pawan Goyal

* 9 pages, 12 figures 

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A Generative Approach for Financial Causality Extraction



Tapas Nayak , Soumya Sharma , Yash Butala , Koustuv Dasgupta , Pawan Goyal , Niloy Ganguly

* Accepted at FinWeb 2022 workshop of WWW 2022 

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Prabhupadavani: A Code-mixed Speech Translation Data for 25 Languages



Jivnesh Sandhan , Ayush Daksh , Om Adideva Paranjay , Laxmidhar Behera , Pawan Goyal

* 5 pages, The work is submitted at LREC22 

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Systematic Investigation of Strategies Tailored for Low-Resource Settings for Sanskrit Dependency Parsing



Jivnesh Sandhan , Laxmidhar Behera , Pawan Goyal

* 13 pages, The work is submitted at SI on Recent Advances in Computational Linguistics for Asian languages, TALLIP-22 

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LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents



Shounak Paul , Pawan Goyal , Saptarshi Ghosh

* This paper has been accepted at the Main Track of the AAAI Conference on Artificial Intelligence (AAAI) 2022. Dataset and codes are available at https://github.com/Law-AI/LeSICiN 

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MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs



Rajdeep Mukherjee , Uppada Vishnu , Hari Chandana Peruri , Sourangshu Bhattacharya , Koustav Rudra , Pawan Goyal , Niloy Ganguly

* Accepted as a Full Paper at WSDM 2022; 9 pages; Codes: https://github.com/rajdeep345/MTLTS 

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Representation Learning for Conversational Data using Discourse Mutual Information Maximization



Bishal Santra , Sumegh Roychowdhury , Aishik Mandal , Vasu Gurram , Atharva Naik , Manish Gupta , Pawan Goyal

* Preprint, 15 pages 

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