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 251–300 of 782 papers

TitleStatusHype
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual TransferCode0
Cross-lingual Annotation Projection in Legal TextsCode0
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionCode0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Measuring Cross-lingual Transfer in BytesCode0
Meta-Learning a Cross-lingual Manifold for Semantic ParsingCode0
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of RegistersCode0
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and ChallengesCode0
Analysing The Impact Of Linguistic Features On Cross-Lingual TransferCode0
Local Byte Fusion for Neural Machine TranslationCode0
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language ModelsCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity RecognitionCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Language Embeddings for Typology and Cross-lingual Transfer LearningCode0
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?Code0
Translation and Fusion Improves Zero-shot Cross-lingual Information ExtractionCode0
Language Fusion for Parameter-Efficient Cross-lingual TransferCode0
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug ReactionsCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language UnderstandingCode0
Cross-lingual Emotion Intensity PredictionCode0
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual TransferCode0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
Cross-lingual Dependency Parsing with Unlabeled Auxiliary LanguagesCode0
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic LanguagesCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
A Common Semantic Space for Monolingual and Cross-Lingual Meta-EmbeddingsCode0
Improving Low-Resource Cross-lingual Parsing with Expected Statistic RegularizationCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Enhancing Cross-lingual Transfer via Phonemic Transcription IntegrationCode0
Cross-lingual Intermediate Fine-tuning improves Dialogue State TrackingCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Enhancing Cross-lingual Prompting with Dual Prompt AugmentationCode0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual VerbalizerCode0
Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual TemplatesCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal ResourcesCode0
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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