SciERC
Introduced by Luan et al. in Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
SciERC dataset is a collection of 500 scientific abstract annotated with scientific entities, their relations, and coreference clusters. The abstracts are taken from 12 AI conference/workshop proceedings in four AI communities, from the Semantic Scholar Corpus. SciERC extends previous datasets in scientific articles SemEval 2017 Task 10 and SemEval 2018 Task 7 by extending entity types, relation types, relation coverage, and adding cross-sentence relations using coreference links.
Source: http://nlp.cs.washington.edu/sciIE/Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
|
SciERC
|
PL-Marker
|
|||
|
SciERC
|
SciDeBERTa v2
|
|||
|
SciERC
|
RELA
|
|||
|
SciERC
|
BERT Base
|
|||
|
SciERC
|
DL-MNAV+SIE+SBN
|
|||
|
sciERC-sent
|
RELA
|
|||
|
SciERC
|
DAS
|
Papers
| Paper | Code | Results | Date | Stars |
|---|
Dataset Loaders
No data loaders found. You can
submit your data loader here.
No data loaders found. You can
submit your data loader here.
Tasks
Similar Datasets
Similar Datasets
Source: http://nlp.cs.washington.edu/sciIE/.
