Cross-Lingual Document Classification on MLDoc Zero-Shot English-to-Italian

8개 결과 · ⬇ CSV · JSON

Accuracy

Rank	Model	Accuracy	Paper	Code	Year
1	MultiFiT, pseudo	76.02	MultiFiT: Efficient Multi-lingual Language Model Fine-tuning	piegu/language-models · n-waves/multifit · TheophileBlard/french-sentiment-analysis-with-bert · +1	2019
2	Massively Multilingual Sentence Embeddings	69.43	Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond	facebookresearch/LASER · Unbabel/COMET · facebookresearch/vizseq · +10	2018
3	MultiCCA + CNN	69.38	A Corpus for Multilingual Document Classification in Eight Languages	n-waves/multifit · facebookresearch/MLDoc	2018
4	BiLSTM (Europarl)	60.73	A Corpus for Multilingual Document Classification in Eight Languages	n-waves/multifit · facebookresearch/MLDoc	2018
5	MultiFiT, pseudo	76.02	MultiFiT: Efficient Multi-lingual Language Model Fine-tuning	piegu/language-models · n-waves/multifit · TheophileBlard/french-sentiment-analysis-with-bert · +1	2019
6	Massively Multilingual Sentence Embeddings	69.43	Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond	facebookresearch/LASER · Unbabel/COMET · facebookresearch/vizseq · +10	2018
7	MultiCCA + CNN	69.38	A Corpus for Multilingual Document Classification in Eight Languages	n-waves/multifit · facebookresearch/MLDoc	2018
8	BiLSTM (Europarl)	60.73	A Corpus for Multilingual Document Classification in Eight Languages	n-waves/multifit · facebookresearch/MLDoc	2018