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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–750 of 782 papers

TitleStatusHype
Limited-Resource Adapters Are Regularizers, Not Linguists—0
LLMs Are Globally Multilingual Yet Locally Monolingual: Exploring Knowledge Transfer via Language and Thought Theory—0
Low-resource named entity recognition via multi-source projection: Not quite there yet?—0
Low-Resource Syntactic Transfer with Unsupervised Source Reordering—0
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM—0
Machine Translation for Livonian: Catering to 20 Speakers—0
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer—0
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0—0
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness—0
Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages—0
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning—0
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging—0
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation—0
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers—0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms—0
MergeDistill: Merging Pre-trained Language Models using Distillation—0
Meta-learning For Vision-and-language Cross-lingual Transfer—0
Meta-Learning with MAML on Trees—0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation—0
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training—0
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer—0
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection—0
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing—0
Model Selection for Cross-Lingual Transfer using a Learned Scoring Function—0
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER—0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog—0
Multi-Agent Collaboration for Multilingual Code Instruction Tuning—0
Multi-Level Contrastive Learning for Cross-Lingual Alignment—0
Multilingual and Zero-Shot is Closing in on Monolingual Web Register Classification—0
Multilingual Clinical NER: Translation or Cross-lingual Transfer?—0
Multilingual Dialogue Generation with Shared-Private Memory—0
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters—0
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters—0
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction—0
Multilingual Instruction Tuning With Just a Pinch of Multilinguality—0
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Transfer in Sense-Aware Tasks—0
Multilingual Multimodal Pretraining for Zero-Shot Cross-Lingual Transfer of Vision-Language Models—0
Multilingual Projection for Parsing Truly Low-Resource Languages—0
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification—0
Multilingual Transfer Learning for QA Using Translation as Data Augmentation—0
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP—0
Multiple Captions Embellished Multilingual Multi-Modal Neural Machine Translation—0
Multi-Source Cross-Lingual Constituency Parsing—0
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies—0
Multi-task Learning for Multilingual Neural Machine Translation—0
Multi-task pre-finetuning for zero-shot cross lingual transfer—0
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision—0
Multi-view Subword Regularization—0
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies—0
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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