DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents.
Puneet MathurMihir GoyalRamit SawhneyRitik MathurJochen L. LeidnerFranck DernoncourtDinesh ManochaPublished in: EMNLP (Findings) (2022)
Keyphrases
- semi structured documents
- semi structured
- risk management
- free text
- prediction accuracy
- prediction algorithm
- artificial neural networks to predict
- xml schema
- neural network
- prediction model
- stock market
- multimedia
- database
- structured data
- prediction error
- co occurrence
- object oriented
- domain knowledge
- query processing
- xml documents
- artificial intelligence
- databases