Papers › Constrained Labeled Data Generation for Low-Resource Named Entity Recognition
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition
Ruohao Guo, Dan Roth
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Tasks
Cross-Lingual NERLow Resource Named Entity RecognitionNamed Entity RecognitionNamed Entity Recognition (NER)named-entity-recognition
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Cross-Lingual NER | CoNLL 2003 | BiLSTM + CRF | Dutch | 80.6 | #3 of 4 | Archive leaderboard | report |
| Cross-Lingual NER | CoNLL 2003 | BiLSTM + CRF | German | 71.4 | #3 of 4 | Archive leaderboard | report |
| Cross-Lingual NER | CoNLL 2003 | BiLSTM + CRF | Spanish | 77.9 | #3 of 4 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
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