aau
Datasets
All datasets matching “aau”HiFi-KPI
HiFi-KPI: Hierarchical Financial KPI Extraction
Paper: HiFi-KPI: A Dataset for Hierarchical KPI Extraction from Earnings Filings
Dataset Summary
HiFi-KPI is a large-scale dataset designed for financial numerical key performance indicator (KPI) extraction from earnings filings. It is derived from iXBRL filings mandated by the SEC, featuring hierarchical labels structured from the XBRL taxonomy. The dataset consists of ∼1.8M paragraphs and ∼5M entities, each linked… See the full description on the dataset page: https://huggingface.co/datasets/AAU-NLP/HiFi-KPI.hifi-kpi-lite
HiFi-KPI Lite: Expert-Curated Financial KPI Extraction
Dataset Summary
HiFi-KPI Lite is a manually curated subset of the HiFi-KPI dataset, designed for evaluating structured financial KPI extraction. Unlike the full HiFi-KPI dataset, HiFi-KPI Lite maps financial entities to a much reduced, expert-defined label space. The dataset consists of ∼8K paragraphs and ∼25K entities, making it suitable for rapid model evaluation.
Supported Tasks
The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/AAU-NLP/hifi-kpi-lite.effective-performance-measurement
Effective Performance Measurement: KPI Extraction Datasets
This dataset repository accompanies the ACL 2026 (Industry Track) paper: "Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls".
It contains three novel benchmarks and a prediction set designed to evaluate the extraction of Key Performance Indicators (KPIs) from unstructured financial texts, specifically comparing highly regulated SEC filings to conversational earnings calls.… See the full description on the dataset page: https://huggingface.co/datasets/AAU-NLP/effective-performance-measurement.cryptocurrency-tweets-sentiment
Dataset Card for cryptocurrency-tweets-sentiment
This dataset has been created with distilabel.
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel pipeline run --config "https://huggingface.co/datasets/aaurelions/cryptocurrency-tweets-sentiment/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info --config… See the full description on the dataset page: https://huggingface.co/datasets/aaurelions/cryptocurrency-tweets-sentiment.aau-rainsnow-mtidTRAM-Temporal-ADeLe_battery_v1dot0