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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 701–750 of 782 papers

TitleStatusHype
Self-Augmentation Improves Zero-Shot Cross-Lingual TransferCode0
Cross-Lingual Transfer of Cognitive Processing ComplexityCode0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
Measuring Cross-lingual Transfer in BytesCode0
MECI: A Multilingual Dataset for Event Causality IdentificationCode0
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity LinkingCode0
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained EncodersCode0
MELA: Multilingual Evaluation of Linguistic AcceptabilityCode0
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred KnowledgeCode0
Meta-Learning a Cross-lingual Manifold for Semantic ParsingCode0
Training Cross-Lingual embeddings for Setswana and SepediCode0
When Does Classical Chinese Help? Quantifying Cross-Lingual Transfer in Hanja and KanbunCode0
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource LanguageCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
Analysing The Impact Of Linguistic Features On Cross-Lingual TransferCode0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
MICE: Mining Idioms with Contextual EmbeddingsCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
Cross-Lingual Text Classification of Transliterated Hindi and MalayalamCode0
TRAM: Bridging Trust Regions and Sharpness Aware MinimizationCode0
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social MediaCode0
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible ProjectionsCode0
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot TechniquesCode0
Cross-lingual Similarity of Multilingual Representations RevisitedCode0
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU ModelsCode0
Cross-Lingual Retrieval Augmented Prompt for Low-Resource LanguagesCode0
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationCode0
Model Selection for Cross-Lingual TransferCode0
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?Code0
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and ChallengesCode0
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information ExtractionCode0
Simple and Effective Zero-shot Cross-lingual Phoneme RecognitionCode0
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target LanguageCode0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented DialogCode0
Zero-Resource Cross-Lingual Named Entity RecognitionCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
Cross-lingual Intermediate Fine-tuning improves Dialogue State TrackingCode0
Cross-lingual Emotion Intensity PredictionCode0
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity RecognitionCode0
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer ModelsCode0
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection ModelsCode0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
Cross-lingual Dependency Parsing with Unlabeled Auxiliary LanguagesCode0
Multilingual Content Moderation: A Case Study on RedditCode0
Multilingual Dependency Parsing for Low-Resource Languages: Case Studies on North Saami and Komi-ZyrianCode0
Soft Language Prompts for Language TransferCode0
Translation Artifacts in Cross-lingual Transfer LearningCode0
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is MoreCode0
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of PolyglotismCode0
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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