2019
AAAI
AAAI 2019
FRIDAYS: A Financial Risk Information Detecting and Analyzing System
Abstract
Abstract We present FRIDAYS, a financial risk information detecting and analyzing system that enables financial professionals to efficiently comprehend financial reports in terms of risk and domain-specific sentiment cues. Our system is designed to integrate multiple NLP models trained on financial reports but on different levels (i.e., word, multi-word, and sentence levels) and to illustrate the prediction results generated by the models. The system is available online at https://cfda.csie.org/FRIDAYS/.
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Conference Pioneer
— AAAI 2019
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Interdisciplinary Bridge
— Data Science & Analytics and Machine Learning and Natural Language Processing
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Keyword Pioneer
— financial risk
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio
Authors
Topics
Machine Learning > Core Methods > Classification
Natural Language Processing > Understanding > Sentiment Analysis
Natural Language Processing > Applications > Information Extraction
Natural Language Processing > Applications > Sentiment Analysis
Data Science & Analytics > Applications > Risk Management