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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 51–100 of 782 papers

TitleStatusHype
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
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
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought ProcessesCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
From One to Many: Expanding the Scope of Toxicity Mitigation in Language ModelsCode1
The Multilingual Amazon Reviews CorpusCode1
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine TranslationCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability AssessmentCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Enhancing Cross-lingual Transfer by Manifold MixupCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Few-shot Learning with Multilingual Language ModelsCode1
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No CostCode1
IndicXNLI: Evaluating Multilingual Inference for Indian LanguagesCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
Investigating Cultural Alignment of Large Language ModelsCode1
Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language InferenceCode1
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code GeneratorsCode1
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue ModelingCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading ComprehensionCode1
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity LinkingCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
A Chinese Corpus for Fine-grained Entity TypingCode1
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural AdjustmentsCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMsCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
Modelling Latent Translations for Cross-Lingual TransferCode1
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language ModelsCode1
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
Multilingual Large Language Models: A Systematic SurveyCode1
Unsupervised Cross-lingual Representation Learning at ScaleCode1
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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