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 751–775 of 782 papers

TitleStatusHype
Universal dependencies for Uyghur—0
Tagging Ingush - Language Technology For Low-Resource Languages Using Resources From Linguistic Field Work—0
Development of a Bengali parser by cross-lingual transfer from Hindi—0
Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings—0
Jointly Learning to Embed and Predict with Multiple Languages—0
Learning Monolingual Compositional Representations via Bilingual Supervision—0
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationCode0
Predicting the Spelling Difficulty of Words for Language Learners—0
Cross-lingual alignment transfer: a chicken-and-egg story?—0
Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing—0
QTLeap WSD/NED Corpora: Semantic Annotation of Parallel Corpora in Six Languages—0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian—0
Empirical Gaussian priors for cross-lingual transfer learning—0
Multilingual Projection for Parsing Truly Low-Resource Languages—0
Universal Dependencies for Croatian (that work for Serbian, too)—0
Any-language frame-semantic parsing—0
Density-Driven Cross-Lingual Transfer of Dependency Parsers—0
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data—0
Inverted indexing for cross-lingual NLP—0
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora—0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Learning from a Neighbor: Adapting a Japanese Parser for Korean Through Feature Transfer Learning—0
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning—0
Cross-lingual Transfer Parsing for Low-Resourced Languages: An Irish Case Study—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
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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