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 151–200 of 782 papers

TitleStatusHype
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
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?Code1
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
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought ProcessesCode1
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization—0
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages—0
MELA: Multilingual Evaluation of Linguistic AcceptabilityCode0
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
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity—0
Learning Transfers over Several Programming Languages—0
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language AdaptersCode0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
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
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Contextual Label Projection for Cross-Lingual Structured PredictionCode0
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsCode1
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
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsCode2
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
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
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
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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