adlnlp / StockEmotions
Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI 2023 Bridge (AI for Financial Services).
☆29Updated 7 months ago
Related projects: ⓘ
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆35Updated last year
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆43Updated 2 years ago
- Open code for PriceGraph☆65Updated 4 months ago
- Official Implementation of SimStock : Representation Model for Stock Similarities☆62Updated 3 months ago
- ☆49Updated 2 years ago
- ☆16Updated 2 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆51Updated 3 years ago
- FNSPID: A Comprehensive Financial News Dataset in Time Series☆84Updated 3 months ago
- Reproduction of the paper "Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations"☆12Updated last year
- Code for WWW-20 Paper: HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction☆56Updated 8 months ago
- ☆49Updated last year
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆74Updated 2 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 7 months ago
- ☆17Updated 3 years ago
- ☆60Updated 3 years ago
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆32Updated 2 months ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆58Updated last month
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆122Updated 2 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆19Updated 3 years ago
- Papers for AI + quantitative investment☆74Updated last week
- ☆48Updated 2 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆37Updated 3 years ago
- ☆18Updated 3 years ago
- ☆14Updated last month
- ☆14Updated 2 years ago
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆93Updated 6 months ago
- ☆26Updated 4 years ago
- Reproduce AAAI22-FactorVAE☆53Updated last year
- This repository relates to the paper "Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Oppor…☆19Updated 3 years ago
- Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based M…☆23Updated 2 years ago