Data · dataset · 2025
List of financial terms
Listed in e-cienciaDatos
The creation of this dataset is framed in the Spanish national project CLARA-FINT.
Description
It is a dataset with financial texts from the main Spanish listed companies' annual reports. Usually, said reports are publicly available under their respective shareholders website sections.
The creation of a manually-annotated gold standard by linguists is explored, as well as its subsequent use for fine-tuning a language model to further extract more terms automatically. These new terms are validated by humans afterwards and then incorporated to the definitive list of terms. There are 13,958 terms in total.
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A list of terms in TXT format, with a term in each line. It contains financial terms that were extracted from the annual reports of the main Spanish companies listed in the IBEX 35 index. Firstly, a manual extraction is performed by annotation.
This results in a gold standard. Secondly, this gold standard is employed to fine-tune a language model, which also generates new terms to add to the definitive list, upon human validation. There are in total 13,958 terms in the list.
Links
Where it is published
- Dataverse dataset page edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi%3A10.21950%2FJXFKRB ↗
landing page · from edatos consorciomadrono es
- DOI doi.org/10.21950/jxfkrb ↗
DOI / persistent id · from edatos consorciomadrono es
Catalogue records · 1
- Dataverse API edatos.consorciomadrono.es/api/datasets/:persistentId/?persistentId=doi%3A10.21950%2FJXFK… ↗
metadata API · from edatos consorciomadrono es
Topics
- Stated by source
- Artes y humanidades · Ciencias de la información y computación
- From keywords
- Economics & Finance
- Inferred from text
- Banking, finance and investment 71%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| e-cienciaDatos | doi:10.21950/JXFKRB | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3502 | enrichment · edatos consorciomadrono es | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].dataverse_subject:artes-y-humanidades | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| concepts[field].dataverse_subject:ciencias-de-la-informaci-n-y-computaci-n | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| created_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| description | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /description |
| publication_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| title | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /name |
| updated_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| version_label | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 |