Continual Named Entity Recognition
3 papers with code • 0 benchmarks • 0 datasets
Continual learning for named entity recogntion
Benchmarks
These leaderboards are used to track progress in Continual Named Entity Recognition
Most implemented papers
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition
zzz47zzz/CFNER
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Thanks to the causal inference, we identify that the forgetting is caused by the missing causal effect from the old data.
A Neural Span-Based Continual Named Entity Recognition Model
qznan/spankl
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Named Entity Recognition (NER) models capable of Continual Learning (CL) are realistically valuable in areas where entity types continuously increase (e. g., personal assistants).
Continual Named Entity Recognition without Catastrophic Forgetting
This issue is intensified in CNER due to the consolidation of old entity types from previous steps into the non-entity type at each step, leading to what is known as the semantic shift problem of the non-entity type.
