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Found 12 papers, 8 papers with code
FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability
This paper presents a dataset, FinRAD consisting of financial terms, their definitions and embeddings.
LIPI at FinCausal 2022: Mining Causes and Effects from Financial Texts
While reading financial documents, investors need to know the causes and their effects.
FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms
Simplified definitions of complex terms help learners to understand any content better.
Learning Semantic Text Similarity to rank Hypernyms of Financial Terms
Every industry has terms that are specific to the domain it operates in.
Evaluating Impact of Social Media Posts by Executives on Stock Prices
This paper investigates the impact of social media posts on close price prediction of stocks using Twitter and Reddit posts.
FiNCAT: Financial Numeral Claim Analysis Tool
It extracts context embeddings of the numerals using one of the transformer based pre-trained language model called BERT.
Using Natural Language Processing to Understand Reasons and Motivators Behind Customer Calls in Financial Domain
In this era of abundant digital information, customer satisfaction has become one of the prominent factors in the success of any business.
Data Driven Content Creation using Statistical and Natural Language Processing Techniques for Financial Domain
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.
Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms
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.
Is it a click bait? Let's predict using Machine Learning
In this era of digitisation, news reader tend to read news online.
Using Transformer based Ensemble Learning to classify Scientific Articles
The first one is a RoBERTa [10] based model built over these abstracts.
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity
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.
