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.
1 code implementation • FNP (LREC) 2022 • Sohom Ghosh, Sudip Naskar
While reading financial documents, investors need to know the causes and their effects.
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.
1 code implementation • 20 Mar 2023 • Sohom Ghosh, Ankush Chopra, Sudip Kumar Naskar
Every industry has terms that are specific to the domain it operates in.
1 code implementation • 1 Nov 2022 • Anubhav Sarkar, Swagata Chakraborty, Sohom Ghosh, Sudip Kumar Naskar
This paper investigates the impact of social media posts on close price prediction of stocks using Twitter and Reddit posts.
1 code implementation • 26 Jan 2022 • Sohom Ghosh, Sudip Kumar Naskar
It extracts context embeddings of the numerals using one of the transformer based pre-trained language model called BERT.
no code implementations • 18 Oct 2021 • Ankit Patil, Ankush Chopra, Sohom Ghosh, Vamshi Vadla
In this era of abundant digital information, customer satisfaction has become one of the prominent factors in the success of any business.
no code implementations • FNP 2021 • Ankush Chopra, Prateek Nagwanshi, Sohom Ghosh
Typically, customers try to get their questions answered by low-touch channels like search and virtual assistant first, before getting in touch with a live chat agent or the phone representative.
1 code implementation • FinNLP 2021 • Ankush Chopra, Sohom Ghosh
We observed that term expansion using data augmentation in conjunction with semantic similarity is beneficial for this task and could be useful for the other tasks that deal with short phrases.
1 code implementation • 1 Jun 2021 • Sohom Ghosh
In this era of digitisation, news reader tend to read news online.
2 code implementations • 19 Feb 2021 • Sohom Ghosh, Ankush Chopra
The first one is a RoBERTa [10] based model built over these abstracts.
no code implementations • 7 Jan 2021 • Ankush Chopra, Shruti Agrawal, Sohom Ghosh
We have used it for the financial domain, but the framework is generalized for any domain-specific search engine and can be used in other domains as well.