Datasets › LPSC
LPSC (Planetary Science Data Set)
This data set contains annotated text versions of 1635 two-page abstracts published at the Lunar and Planetary Science Conference from 1998 to 2020 of relevance to four Mars missions. The annotations were generated using named entity recognition and relation extraction provided by the MTE processing pipeline (available at https://github.com/wkiri/MTE), followed by manual review. Annotated entities include Element, Mineral, Property, and Target. Annotated relations include Contains(Target, Element | Mineral) and HasProperty(Target, Property). The extracted information (without full texts) is also available as a database (stored in .csv files) at https://pds-geosciences.wustl.edu/missions/mte/mte.htm .
The description above is quoted from the source: https://zenodo.org/record/7066107#.ZAo4VOzMIW8
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.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Relation Extraction | LPSC-contains | Stacked_LinkedBERT F1 (micro) 78.5 | Exploiting Unary Relations with Stacked Learning for... | yyzhuang1991/stackedlearningwithunarymodels | 1 | Compare |
| Relation Extraction | LPSC-hasproperty | Stacked_LinkedBERT F1 (micro) 78.1 | Exploiting Unary Relations with Stacked Learning for... | yyzhuang1991/stackedlearningwithunarymodels | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Exploiting Unary Relations with Stacked Learning for Relation Extraction | 1 | 2 | 1 Oct 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- LPSC
- LPSC-contains
- LPSC-hasproperty
3 variant names, as the archive lists them.
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