Data · dataset · 2025
KAIROS Schema Learning Complex Event Annotation
Listed in UC Berkeley Library Dataverse
KAIROS Schema Learning Complex Event Annotation was developed by the Linguistic Data Consortium (LDC) to support the DARPA KAIROS program.
Description
It contains English and Spanish text, audio, video and image data labeled for 93 real-world complex events (CEs) with event, relation and argument annotations linking to document provenance. The DARPA KAIROS (Knowledge-directed Artificial Intelligence Reasoning Over Schemas) program aimed to build technology capable of understanding and reasoning about complex real-world events in order to provide actionable insights to end users.
KAIROS systems utilized formal event representations in the form of schema libraries that specified the steps, preconditions and constraints for an open set of complex events; schemas were then used in combination with event extraction to characterize and make predictions about real-world events in a large multilingual, multimedia corpus.
Links
Where it is published
- Dataverse dataset page datasets.lib.berkeley.edu/dataset.xhtml?persistentId=doi%3A10.60503%2FD3%2FBKFZK4 ↗
landing page · from datasets lib berkeley edu
- DOI doi.org/10.60503/d3/bkfzk4 ↗
DOI / persistent id · from datasets lib berkeley edu
Catalogue records · 1
- Dataverse API datasets.lib.berkeley.edu/api/datasets/:persistentId/?persistentId=doi%3A10.60503%2FD3%2… ↗
metadata API · from datasets lib berkeley edu
Topics
- Stated by source
- Other · Social Sciences
- From keywords
- Social Science
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UC Berkeley Library Dataverse | doi:10.60503/D3/BKFZK4 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:other | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | /subjects |
| concepts[modality].local:modality:audio | enrichment · datasets lib berkeley edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:image | enrichment · datasets lib berkeley edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:text | enrichment · datasets lib berkeley edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:video | enrichment · datasets lib berkeley edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | |
| description | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | /description |
| publication_date | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | |
| title | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | /name |
| updated_date | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 | |
| version_label | source · datasets lib berkeley edu | connector:datasets_lib_berkeley_edu@1.0.0 |