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 301–350 of 782 papers

TitleStatusHype
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced LanguagesCode0
MECI: A Multilingual Dataset for Event Causality IdentificationCode0
Supervised Contrastive Learning for Cross-lingual Transfer Learning—0
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation—0
Meta-Learning a Cross-lingual Manifold for Semantic ParsingCode0
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning—0
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models—0
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican—0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource LanguageCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
On the Usability of Transformers-based models for a French Question-Answering task—0
Multilingual Transformer Encoders: a Word-Level Task-Agnostic EvaluationCode0
How Do Multilingual Encoders Learn Cross-lingual Representation?—0
Zero-shot Cross-lingual Transfer is Under-specified OptimizationCode0
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition—0
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition—0
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial LabelsCode0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual TransferCode0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali—0
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
Quality versus Quantity: Building Catalan-English MT Resources—0
Text-to-Speech for Under-Resourced Languages: Phoneme Mapping and Source Language Selection in Transfer Learning—0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning—0
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity LinkingCode0
NerKor+Cars-OntoNotes++Code0
WiC-TSV-de: German Word-in-Context Target-Sense-Verification Dataset and Cross-Lingual Transfer Analysis—0
Tâches Auxiliaires Multilingues pour le Transfert de Modèles de Détection de Discours Haineux (Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection)—0
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Auxiliary Subword Segmentations as Related Languages for Low Resource Multilingual Translation—0
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning—0
Discovering Language-neutral Sub-networks in Multilingual Language ModelsCode0
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual GenerationCode2
Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesCode0
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models—0
The Importance of Being Parameters: An Intra-Distillation Method for Serious GainsCode1
Local Byte Fusion for Neural Machine TranslationCode0
The Geometry of Multilingual Language Model RepresentationsCode1
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for MalteseCode1
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented DialogCode0
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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