| Year | Title | Author | Publication | Code | Tasks | Notes | Datasets | Notions |
|---|---|---|---|---|---|---|---|---|
| 2021 | Active Learning by Acquiring Contrastive Examples | Margatina et al. | EMNLP | code | Text Classification | diverse, BERT, Contrastive Learning, PT+FT, Hard |
IMDB, SST-2, AGNEWS, DBPEDIA, PUBMED, QNLI, QQP | |
| 2021 | ActiveEA: Active Learning for Neural Entity Alignment | Liu et al. | EMNLP | code | Neural Entity Alignment | Uncertainty, differ- ent EA models, None, PT+FT, Hard |
D-W-15K V1 (DW), EN-DE-15K V1 (ENDE), and EN-FR-100K V1 (ENFR), obtained from OpenEA |