Text Classification

Best model: RoBERTaGCN

Best model: RoBERTaGCN

Best model: Naive Bayes using Tf-idf features

Best model: BigBird

Best model: Protoformer

Best model: BioLinkBERT (large)

Best model: XLNet

Best model: ULMFiT (pre-trained vocab, no gradual unfreezing)

Best model: Flair

Best model: BigBird

Best model: Logistic Regression

Best model: Character-BERT+RS

Best model: ST5-XXL

Best model: SGCN

Best model: RoBERTa-RF-T1 hybrid

Best model: Custom Legal-BERT

Best model: BigBird

Best model: 1-6 BertGCN

Best model: RoBERTaGCN

Best model: HiLAP (bow-CNN)

Best model: LSVC + linguistic features + publishing attributes

Best model: BERT-ITPT-FiT

Best model: ERNIE 2.0

Best model: GPT-2

Best model: BERT

Best model: BERT

Best model: Automatic Label Error Correction

Best model: Logistic Regression

Best model: BERT-FP-LBL

Best model: NutCracker

Best model: BERT-ITPT-FiT

Best model: HAHNN (CNN)