Author:Sohom Ghosh

Publications
Demystifying Financial Texts Using Natural Language Processing Sohom Ghosh EasyChair Preprint 14260
Fine-Tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles Neelabha Banerjee, Anubhav Sarkar, Swagata Chakraborty, Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 12756
Financial Argument Analysis in Bengali Rima Roy, Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 11306
Learning to Rank Hypernyms of Financial Terms using Semantic Textual Similarity Sohom Ghosh, Ankush Chopra and Sudip Kumar Naskar EasyChair Preprint 9878
The Mask One at a Time Framework for Detecting the Relationship Between Financial Entities Sohom Ghosh, Sachin Umrao, Chung-Chi Chen and Sudip Kumar Naskar EasyChair Preprint 10463
FENCE: Financial Exaggerated Numeral ClassifiEr Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 10151
Learning Semantic Text Similarity to Rank Hypernyms of Financial Terms Sohom Ghosh, Ankush Chopra and Sudip Kumar Naskar EasyChair Preprint 9878
Evaluating Impact of Social Media Posts by Executives on Stock Prices Anubhav Sarkar, Swagata Chakraborty, Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 9215
FLUEnT: Financial Language Understandability Enhancement Toolkit Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 9281
Using Natural Language Processing to Enhance Understandability of Financial Texts Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 9252
FLUEnT: Financial Language Understandability Enhancement Toolkit Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 9281
Using Natural Language Processing to Enhance Understandability of Financial Texts Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 9252
Evaluating Impact of Social Media Posts by Executives on Stock Prices Anubhav Sarkar, Swagata Chakraborty, Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 9215
LIPI at Financial Narrative Summarisation 2022: Extractive Approaches for Summarizing Multi-Lingual Financial Reports Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 8840
Ranking Environment, Social and Governance Related Concepts and Assessing Sustainability Aspect of Financial Texts Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 8272
LIPI at FinCausal 2022: Mining Causes and Effects from Financial Texts Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 8115
FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability Sohom Ghosh, Shovon Sengupta, Sudip Kumar Naskar and Sunny Kumar Singh EasyChair Preprint 8001
LIPI at the NTCIR-16 FinNum-3 Task: Ensembling Transformer Based Models to Detect in-Claim Numerals in Financial Conversations Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 7967
FiNCAT: Financial Numeral Claim Analysis Tool Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 7387
FiNCAT: Financial Numeral Claim Analysis Tool Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 7387
FinRead: a Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms Sohom Ghosh, Shovon Sengupta, Sudip Kumar Naskar and Sunny Kumar Singh EasyChair Preprint 7365

Keyphrases

argument mining, call transcripts, Causality extraction, claim detection², Environmental and Social and Governance, ESG, ESG impact prediction, Exaggerated Numeral Detection, Financial Dataset, Financial Natural Language Processing⁵, financial numeral claim analysis tool, financial technology and natural language processing, financial text processing³, Financial texts¹⁰, Green Investing, hypernym detection, Hypernym Ranking, Impact Prediction, Inclusive Investing, Indic Texts, language models, Language Resources in Bengali, large language models, media posts by executives on stock prices, Natural Language Processing¹¹, numeral claim detection, readability³, readability and reachability of financial texts, Reddit, Relation Extraction, Sentiment Analysis, Stock Market Prediction, Sustainability, text comprehension, text similarity, Text Summarization, toolkit, Twitter.