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 701–725 of 782 papers

TitleStatusHype
A logical-based corpus for cross-lingual evaluationCode0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
End-to-end Text-to-speech for Low-resource Languages by Cross-Lingual Transfer Learning—0
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings—0
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles—0
Cross-lingual transfer learning for spoken language understanding—0
Low-Resource Syntactic Transfer with Unsupervised Source Reordering—0
Massively Multilingual Transfer for NERCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems—0
Neural Task Representations as Weak Supervision for Model Agnostic Cross-Lingual Transfer—0
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency ParsingCode0
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation ProjectionCode0
Low-resource named entity recognition via multi-source projection: Not quite there yet?—0
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog—0
On Zero-shot Cross-lingual Transfer of Multilingual Neural Machine Translation—0
Multi-Source Cross-Lingual Model Transfer: Learning What to ShareCode0
Synthetic Data Made to Order: The Case of ParsingCode0
Zero-Resource Multilingual Model Transfer: Learning What to Share—0
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation—0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Unsupervised Cross-lingual Transfer of Word Embedding SpacesCode0
Quantifying training challenges of dependency parsers—0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps—0
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!Code0
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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