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 751–782 of 782 papers

TitleStatusHype
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual LearningCode0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Speaking Multiple Languages Affects the Moral Bias of Language ModelsCode0
Multi-Source Cross-Lingual Model Transfer: Learning What to ShareCode0
Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingCode0
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic ParsingCode0
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!Code0
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced LanguagesCode0
Massively Multilingual Transfer for NERCode0
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination DetectionCode0
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language ModelsCode0
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial LabelsCode0
Multilingual Transformer Encoders: a Word-Level Task-Agnostic EvaluationCode0
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language ModelsCode0
A Common Semantic Space for Monolingual and Cross-Lingual Meta-EmbeddingsCode0
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual TasksCode0
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training AlignmentCode0
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood BankCode0
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource LanguagesCode0
Unified Question Answering in SloveneCode0
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data SelectionCode0
Cross-lingual Annotation Projection in Legal TextsCode0
Synthetic Data Made to Order: The Case of ParsingCode0
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text ClassificationCode0
Table Question Answering for Low-resourced Indic LanguagesCode0
NerKor+Cars-OntoNotes++Code0
UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role LabelingCode0
Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in DanishCode0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataCode0
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News RecommendationCode0
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified FrameworkCode0
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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