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 276–300 of 782 papers

TitleStatusHype
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast—0
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph—0
Cross-Lingual Relation Extraction with Transformers—0
Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervis\'e d'un \'etiqueteur morpho-syntaxique par transfert cross-lingue) [in French]—0
Analysis of Multi-Source Language Training in Cross-Lingual Transfer—0
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning—0
Cross-Lingual Parser Selection for Low-Resource Languages—0
Bilingual Adaptation of Monolingual Foundation Models—0
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies—0
Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise—0
Cross-Lingual Optimization for Language Transfer in Large Language Models—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing—0
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging—0
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT—0
Extending Multilingual BERT to Low-Resource Languages—0
Cross-lingual morphological inflection with explicit alignment—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation—0
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection—0
Cross-Lingual Language Model Meta-Pretraining—0
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—0
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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