Few-Shot Text Classification

19 benchmarks100 papers

Few-shot Text Classification predicts the semantic label of a given text with a handful of supporting instances 1

Benchmarks

Few-Shot Text Classification on RAFT

Avg ADE B77 NIS OSE Over SOT SRI TAI ToS TEH TC

Few-Shot Text Classification on Average on NLP datasets

Few-Shot Text Classification on Amazon Counterfeit

Few-Shot Text Classification on ODIC 10-way (10-shot)

Few-Shot Text Classification on ODIC 10-way (5-shot)

Few-Shot Text Classification on ODIC 5-way (10-shot)

Few-Shot Text Classification on ODIC 5-way (5-shot)

Few-Shot Text Classification on SST-5