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
Zambezi Voice: A Multilingual Speech Corpus for Zambian LanguagesCode1
Zero-Shot Cross-lingual Semantic ParsingCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
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
Gender Bias in Multilingual Embeddings and Cross-Lingual TransferCode1
Compositional Generalization in Multilingual Semantic Parsing over WikidataCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
ScandEval: A Benchmark for Scandinavian Natural Language ProcessingCode1
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question AnsweringCode1
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 Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
Improving Low-Resource Cross-lingual Parsing with Expected Statistic RegularizationCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesCode0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Cross-Language Learning for Entity MatchingCode0
Assessing the Role of Lexical Semantics in Cross-lingual Transfer through Controlled ManipulationsCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
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
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token EmbeddingsCode0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
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
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
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
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood BankCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Are All Languages Created Equal in Multilingual BERT?Code0
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-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
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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