Search Results
OR-Gym: A Reinforcement Learning Library for Operations Research Problems
Reinforcement learning (RL) has been widely applied to game-playing and surpassed the best human-level performance in many domains, yet there are few use-cases in industrial or commercial settings.
FinQA: A Dataset of Numerical Reasoning over Financial Data
In contrast to existing tasks on general domain, the finance domain includes complex numerical reasoning and understanding of heterogeneous representations.
Ranked #4 on
Question Answering
on FinQA
Predicting the Effects of News Sentiments on the Stock Market
Stock market forecasting is very important in the planning of business activities.
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis
Aspect Based Sentiment Analysis is a dominant research area with potential applications in social media analytics, business, finance, and health.
Aspect-Based Sentiment Analysis
Aspect Category Sentiment Analysis
+2
Twitter-Based Gender Recognition Using Transformers
User demographics provide rich information that could help study the subject further.
Removing Non-Stationary Knowledge From Pre-Trained Language Models for Entity-Level Sentiment Classification in Finance
Extraction of sentiment signals from news text, stock message boards, and business reports, for stock movement prediction, has been a rising field of interest in finance.
A Survey of Deep Learning Approaches for OCR and Document Understanding
Documents are a core part of many businesses in many fields such as law, finance, and technology among others.
A Short Survey on Business Models of Decentralized Finance (DeFi) Protocols
Decentralized Finance (DeFi) services are moving traditional financial operations to the Internet of Value (IOV) by exploiting smart contracts, distributed ledgers, and clever heterogeneous transactions among different protocols.
