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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 576–600 of 782 papers

TitleStatusHype
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios—0
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies—0
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiCode1
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond—0
Towards Fully Bilingual Deep Language ModelingCode0
What makes multilingual BERT multilingual?—0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
SIGTYP 2020 Shared Task: Prediction of Typological Features—0
Cross-Lingual Relation Extraction with Transformers—0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Model Selection for Cross-Lingual TransferCode0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
Toward Cross-Lingual Definition Generation for Language Learners—0
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding—0
The Multilingual Amazon Reviews CorpusCode1
Multi-task Learning for Multilingual Neural Machine Translation—0
Automatic Extraction of Rules Governing Morphological AgreementCode0
Cross-Lingual Transfer Learning for Complex Word Identification—0
Cross-Lingual Dependency Parsing via Self-Training—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
Model Selection for Cross-Lingual Transfer using a Learned Scoring Function—0
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
Cross-lingual Transfer Learning for Semantic Role Labeling in Russian—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