FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms

no code implementations • ICON 2021 • Sohom Ghosh, Shovon Sengupta, Sudip Naskar, Sunny Kumar Singh

Simplified definitions of complex terms help learners to understand any content better.

Sentence Sentence Embeddings +1

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

1 code implementation • FNP (LREC) 2022 • Sohom Ghosh, Shovon Sengupta, Sudip Naskar, Sunny Kumar Singh

This paper presents a dataset, FinRAD consisting of financial terms, their definitions and embeddings.

Forecasting CPI inflation under economic policy and geo-political uncertainties

1 code implementation • 30 Dec 2023 • Shovon Sengupta, Tanujit Chakraborty, Sunny Kumar Singh

This study proposes a novel filtered ensemble wavelet neural network (FEWNet) that can produce reliable long-term forecasts for CPI inflation.

Conformal Prediction Prediction Intervals

Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning

1 code implementation • 11 Jul 2023 • Ghanshyam Verma, Shovon Sengupta, Simon Simanta, Huan Chen, Janos A. Perge, Devishree Pillai, John P. McCrae, Paul Buitelaar

Personalized recommendations have a growing importance in direct marketing, which motivates research to enhance customer experiences by knowledge graph (KG) applications.

Decision Making Knowledge Graphs +3