Datasets › Astock

Astock

3 Jul 2022 archive 2025-07-28

(1) provide financial news for each specific stock. (2) provide various stock technical factors and fundamental factors for each stock.

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

Papers archive 2025-07-28

10 shown of 10 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 11. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model 1 5 5 Mar 2024 not harvested
LERT: A Linguistically-motivated Pre-trained Language Model 1 2 10 Nov 2022 not harvested
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model 1 2 14 Jun 2022 not harvested
PERT: Pre-training BERT with Permuted Language Model 1 2 14 Mar 2022 not harvested
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis 7 1 12 May 2020 not harvested
Revisiting Pre-Trained Models for Chinese Natural Language Processing 6 1 29 Apr 2020 ran 9 of 35 samples (26 unverified)
RoBERTa: A Robustly Optimized BERT Pretraining Approach 67 2 26 Jul 2019 ran 22 of 48 samples (26 unverified; 23 pointer-only for licence)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 534 1 11 Oct 2018 ran 204 of 659 samples (455 unverified; 149 pointer-only for licence)
Stock Movement Prediction from Tweets and Historical Prices 1 1 1 Jul 2018 not harvested
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction 4 1 6 Dec 2017 ran 5 of 6 samples (1 unverified; 6 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Astock

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections