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 151–200 of 782 papers

TitleStatusHype
Chinese Opinion Role Labeling with Corpus Translation: A Pivot StudyCode0
Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMsCode0
Cross-Lingual Transfer of Cognitive Processing ComplexityCode0
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination DetectionCode0
Local Byte Fusion for Neural Machine TranslationCode0
Meta-Learning a Cross-lingual Manifold for Semantic ParsingCode0
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection ModelsCode0
Language-Aware Multilingual Machine Translation with Self-Supervised LearningCode0
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessCode0
Language Embeddings for Typology and Cross-lingual Transfer LearningCode0
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU ModelsCode0
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language ModelsCode0
Language Fusion for Parameter-Efficient Cross-lingual TransferCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource LanguageCode0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
A General-Purpose Multilingual Document EncoderCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer PerformanceCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
Improving Low-Resource Cross-lingual Parsing with Expected Statistic RegularizationCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token EmbeddingsCode0
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
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data SelectionCode0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language UnderstandingCode0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug ReactionsCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence LabelingCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
Cross-Lingual Text Classification of Transliterated Hindi and MalayalamCode0
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible ProjectionsCode0
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African LanguagesCode0
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Cross-lingual Similarity of Multilingual Representations RevisitedCode0
Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesCode0
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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