Astock

Overview edit

Variants: Astock

Associated Benchmarks

This dataset is used in 1 benchmark:

• Stock Market Prediction - Metrics: Accuray, F1-score, Recall, Precision

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model (2024) -
• LERT: A Linguistically-motivated Pre-trained Language Model (2022) -
• Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model (2022) -
• PERT: Pre-training BERT with Permuted Language Model (2022) -
• SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis (2020) -
• Revisiting Pre-Trained Models for Chinese Natural Language Processing (2020) -
• RoBERTa: A Robustly Optimized BERT Pretraining Approach (2019) -
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2018) -
• Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction (2017) -