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open data

topic2 events
papersSEP 12 04:00 UTC

Knowledge Graph Built From Harvard Dataverse Geospatial Metadata

Researchers assembled a searchable knowledge graph from the free-text geographic information attached to datasets in Harvard Dataverse, a repository holding more than 150,000 research datasets. The work argues that this unstructured location data can be reorganized into a structured resource for studying place-based government and policy. It aims to make geospatial metadata across the repository queryable for the first time.

knowledge-graph/geospatial/open-data/metadata
papersSEP 10 04:00 UTC

MultiSynt/MT: open synthetic corpus offers 4.8T tokens in 36 languages for multilingual pretraining

Researchers have introduced MultiSynt/MT, an open synthetic parallel dataset totaling roughly 4.8 trillion target-language tokens spanning 36 languages. Because web-scale training data is heavily skewed toward English, the corpus is intended to give model builders far more multilingual material for pretraining large language models. The work is described in a paper posted on arXiv.

multilingual/datasets/open-source/synthetic-data