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 101–150 of 782 papers

TitleStatusHype
Zero-Shot Cross-lingual Semantic ParsingCode1
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual PromptCode1
Modelling Latent Translations for Cross-Lingual TransferCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
From One to Many: Expanding the Scope of Toxicity Mitigation in Language ModelsCode1
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Gender Bias in Multilingual Embeddings and Cross-Lingual TransferCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationCode1
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Cross-lingual Annotation Projection in Legal TextsCode0
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified FrameworkCode0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesCode0
Improving Low-Resource Cross-lingual Parsing with Expected Statistic RegularizationCode0
Cross-Language Learning for Entity MatchingCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
Assessing the Role of Lexical Semantics in Cross-lingual Transfer through Controlled ManipulationsCode0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language UnderstandingCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
Contextual Label Projection for Cross-Lingual Structured PredictionCode0
Constrained Decoding for Cross-lingual Label ProjectionCode0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token EmbeddingsCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity RecognizersCode0
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot TechniquesCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood BankCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in IndonesianCode0
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced LanguagesCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
Aligning LLMs with Domain Invariant Reward ModelsCode0
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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