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 251–300 of 782 papers

TitleStatusHype
The Impact of Language Adapters in Cross-Lingual Transfer for NLUCode0
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching—0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms—0
Cross-lingual Transfer Learning for Javanese Dependency Parsing—0
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and ChallengesCode0
Discovering Low-rank Subspaces for Language-agnostic Multilingual RepresentationsCode0
Multilingual Instruction Tuning With Just a Pinch of Multilinguality—0
Soft Alignment of Modality Space for End-to-end Speech Translation—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition and Phoneme to Grapheme Translation—0
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token EmbeddingsCode0
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification—0
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization—0
MELA: Multilingual Evaluation of Linguistic AcceptabilityCode0
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages—0
On the Calibration of Multilingual Question Answering LLMs—0
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study—0
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension—0
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study—0
Efficiently Adapting Pretrained Language Models To New Languages—0
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection—0
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity—0
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language AdaptersCode0
Learning Transfers over Several Programming Languages—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
To token or not to token: A Comparative Study of Text Representations for Cross-Lingual TransferCode0
Zero-shot Cross-lingual Transfer without Parallel Corpus—0
TRAM: Bridging Trust Regions and Sharpness Aware MinimizationCode0
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge DistillationCode0
Self-Augmentation Improves Zero-Shot Cross-Lingual TransferCode0
Contextual Label Projection for Cross-Lingual Structured PredictionCode0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies—0
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval—0
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity RecognitionCode0
NaijaRC: A Multi-choice Reading Comprehension Dataset for Nigerian LanguagesCode0
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information ExtractionCode0
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach—0
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language UnderstandingCode0
Enhancing Cross-lingual Transfer via Phonemic Transcription IntegrationCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
Soft Language Clustering for Multilingual Model Pre-training—0
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text ClassificationCode0
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning RepresentationsCode0
Multilingual Clinical NER: Translation or Cross-lingual Transfer?—0
Show:102550
← PrevPage 6 of 16Next →

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