Sohom Ghosh

Profile

Namaste (নমস্কার) 🙏, I am Sohom. I like developing innovative solutions for solving real life challenges. Over the last 8.5+ years, I have been toiling to improve digital experience & financial well-being of millions of users across different industries like Internet, Financial Services and so on. Presently, I am working as a Senior Data Scientist for the Artificial Intelligence, Centre of Excellence of Fidelity Investments. Additionally, I am a researcher at the Computer Science & Engineering department of Jadavpur University, India. Before this, I worked for Times Internet (digital wing of The Times Group) and MathLogic (an AI consulting startup). My research interests include Industrial Applications of Natural Language Processing, Large Language Models, and GenAI. Now my mission is to demystify financial texts for social good.
In addition to being a US patent holder, co-author of the books Natural Language Processing Fundamentals and The Natural Language Processing Workshop, I have several publications in international venues of repute, such as ACM TheWebConf (WWW), ACM CIKM, COLING, LREC, IEEE BigData, ACM CODS-COMAD and so on. I hold a Master’s Degree in Software Systems (with specialization in Data Analytics) from BITS Pilani, India and a Bachelor’s Degree in Computer Science and Engineering from HIT-K.

Outside work, I like travelling and playing harmonica. Being an adventure lover and a fitness buff, I believe that “Health is Wealth”.

My homepage: https://sohomghosh.github.io/

My CV: https://sohomghosh.github.io/assets/pdf/Sohom_Resume.pdf

Publications

Generator-Guided Crowd Reaction Assessment

Generator-Guided Crowd Reaction Assessment

Sohom Ghosh, Chung-Chi Chen, Sudipta Naskar

The Web Conference (WWW) 2024

IndicFinNLP: Financial Natural Language Processing for Indian Languages

IndicFinNLP: Financial Natural Language Processing for Indian Languages

Sohom Ghosh, Arnab Maji, Aswartha Narayana, Sudipta Naskar

LREC-COLING 2024

Experimenting with Multi-modal Information to Predict Success of Indian IPOs

Experimenting with Multi-modal Information to Predict Success of Indian IPOs

Sohom Ghosh, Arnab Maji, Harsha Vardhan, Sudipta Naskar

Arxiv 2024

Demystifying Financial Texts Using Natural Language Processing

Demystifying Financial Texts Using Natural Language Processing

Sohom Ghosh

CIKM 2024

The Mask One At a Time Framework for Detecting the Relationship between Financial Entities

The Mask One At a Time Framework for Detecting the Relationship between Financial Entities

Sohom Ghosh, Sachin Umrao, Chung-Chi Chen, Sudipta Naskar

FIRE 2023

Learning to Rank Hypernyms of Financial Terms Using Semantic Textual Similarity

Learning to Rank Hypernyms of Financial Terms Using Semantic Textual Similarity

Sohom Ghosh, Ankush Chopra, S. Naskar

SN Computer Science 2023

FLUEnT: Financial Language Understandability Enhancement Toolkit

FLUEnT: Financial Language Understandability Enhancement Toolkit

Sohom Ghosh, S. Naskar

CODS-COMAD 2023

Using Natural Language Processing to Enhance Understandability of Financial Texts

Using Natural Language Processing to Enhance Understandability of Financial Texts

Sohom Ghosh, S. Naskar

CODS-COMAD 2023

Evaluating Impact of Social Media Posts by Executives on Stock Prices

Evaluating Impact of Social Media Posts by Executives on Stock Prices

Anubhav Sarkar, Swagata Chakraborty, Sohom Ghosh, Sudipta Naskar

FIRE 2022

Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis

Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis

Sohom Ghosh, Shefali Yadav, Xin Wang, Bibhash Chakrabarty, Serdar Kadıoğlu

Frontiers in Artificial Intelligence 2022

FiNCAT: Financial Numeral Claim Analysis Tool

FiNCAT: Financial Numeral Claim Analysis Tool

Sohom Ghosh, S. Naskar

FinWeb @ The Web Conference 2022

FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability

FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability

Sohom Ghosh, Shovon Sengupta, S. Naskar, S. K. Singh

FNP @ LREC 2022

Recommendation system based on product purchase analysis

Recommendation system based on product purchase analysis

Angan Mitra, Sohom Ghosh, Partha Basuchowdhuri, Manoj Kumar Shekhawat, S. Saha

Innovations in Systems and Software Engineering 2016