SOTAVerified

Cross-Lingual Transfer

Cross-lingual transfer refers to transfer learning using data and models available for one language for which ample such resources are available (e.g., English) to solve tasks in another, commonly more low-resource, language.

Papers

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Showing 101–125 of 782 papers

TitleStatusHype
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language ModelsCode1
Revisiting non-English Text Simplification: A Unified Multilingual BenchmarkCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Syntax-augmented Multilingual BERT for Cross-lingual TransferCode1
Multi-view Subword RegularizationCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
The Importance of Being Parameters: An Intra-Distillation Method for Serious GainsCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
Improving Portuguese Semantic Role Labeling with Transformers and Transfer LearningCode1
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning DatasetCode1
Unsupervised Cross-lingual Representation Learning at ScaleCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models—0
Cross-lingual Transfer Learning for Japanese Named Entity Recognition—0
Cross-lingual alignment transfer: a chicken-and-egg story?—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
A Survey Of Cross-lingual Word Embedding Models—0
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding—0
A Survey of Multilingual Models for Automatic Speech Recognition—0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian—0
Cross-Lingual Transfer Learning for Statistical Type Inference—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4—Unverified
2mT0-13BAccuracy84.45—Unverified
3RoBERTa Large (translate test)Accuracy76.05—Unverified
4BLOOMZAccuracy75.5—Unverified
5MAD-X BaseAccuracy60.94—Unverified
6mGPTAccuracy55.5—Unverified