publications

To view all of my publications, visit my Google Scholar page. A representative list is as follows:

2024

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    Demystifying Financial Texts Using Natural Language Processing
    Sohom Ghosh
    In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24), , Oct 2024
    PDF
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    Generator-Guided Crowd Reaction Assessment
    Sohom Ghosh ,  Chung-Chi Chen ,  and  Sudip Kumar Naskar
    In TheWebConf 2024 , May 2024
    PDF
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    IndicFinNLP: Financial Natural Language Processing for Indian Languages
    Sohom Ghosh ,  Arnab Majhi ,  Aswartha Narayana , and 1 more author
    In LREC-COLING 2024 , May 2024
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    Automated analysis of customer interaction text to generate customer intent information and hierarchy of customer issues
    Ankush Chopra ,  Debasis Bal ,  and  Sohom Ghosh
    Jul 2024
    US Patent 12,033,162
    PDF

2023

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    The Effect of Tweets on the Traded Volume of Crypto-Coins
    Aakhya Singh ,  Chirag Bhatia ,  and  Sohom Ghosh
    In 2023 IEEE International Conference on Big Data (BigData) , Dec 2023
    PDF
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    Learning to Rank Hypernyms of Financial Terms Using Semantic Textual Similarity
    Sohom Ghosh ,  Ankush Chopra ,  and  Sudip Kumar Naskar
    SN Computer Science, Aug 2023
    PDF
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    FLUEnT: Financial Language Understandability Enhancement Toolkit
    Sohom Ghosh ,  and  Sudip Kumar Naskar
    In 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD) (CODS-COMAD 2023) , Jan 2023
    PDF
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    Using Natural Language Processing to Enhance Understandability of Financial Texts
    Sohom Ghosh ,  and  Sudip Kumar Naskar
    In Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD) , Jan 2023
    PDF

2022

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    Dichotomic Pattern Mining Integrated with Constraint Reasoning for Digital Behaviour Analyses
    Sohom Ghosh ,  Shefali Yadav ,  Xin Wang , and 2 more authors
    Frontiers in Artificial Intelligence, Jul 2022
    PDF
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    FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability
    Sohom Ghosh ,  Shovon Sengupta ,  Sudip Kumar Naskar , and 1 more author
    In Proceedings of the The 4th Financial Narrative Processing Workshop (FNP@LREC2022) , Jun 2022
    PDF
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    FiNCAT: Financial Numeral Claim Analysis Tool
    Sohom Ghosh ,  and  Sudip Kumar Naskar
    In Companion Proceedings of the Web Conference 2022 (WWW ’22 Companion) , Apr 2022
    PDF

2021

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    Using Transformer based Ensemble Learning to classify Scientific Articles
    Sohom Ghosh ,  and  Ankush Chopra
    In PAKDD 2021: Trends and Applications in Knowledge Discovery and Data Mining , May 2021
    PDF

2020

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    The Natural Language Processing Workshop: Confidently Design and Build Your Own NLP Projects with this Easy-to-understand Practical Guide
    Rohan Chopra ,  AM Godbole ,  N Sadvilkar , and 3 more authors
    Aug 2020
    PDF

2019

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    Natural Language Processing Fundamentals
    Sohom Ghosh ,  and  Dwight Gunning
    Mar 2019
    PDF

2016

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    Recommendation system based on product purchase analysis
    Angan Mitra ,  Sohom Ghosh ,  Partha Basuchowdhuri , and 2 more authors
    Innovations in Systems and Software Engineering (Springer), Mar 2016
    PDF