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 151–175 of 782 papers

TitleStatusHype
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU ModelsCode0
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language ModelsCode0
Improving Low-Resource Cross-lingual Parsing with Expected Statistic RegularizationCode0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
A General-Purpose Multilingual Document EncoderCode0
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token EmbeddingsCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer PerformanceCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training AlignmentCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data SelectionCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence LabelingCode0
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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