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 501–525 of 782 papers

TitleStatusHype
Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge—0
Zero-Resource Multilingual Model Transfer: Learning What to Share—0
Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models—0
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation—0
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study—0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
Zero-shot cross-lingual transfer in instruction tuning of large language models—0
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing—0
Zero-shot Cross-lingual Transfer is Under-specified Optimization—0
Zero-shot Cross-lingual Transfer is Under-specified Optimization—0
Zero-shot cross-lingual transfer language selection using linguistic similarity—0
Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training—0
Zero-shot Cross-lingual Transfer without Parallel Corpus—0
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning—0
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model—0
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages—0
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models—0
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages—0
FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual Connection—0
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models—0
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training—0
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers—0
Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing—0
Frustratingly Simple Regularization to Improve Zero-shot Cross-lingual Robustness—0
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil—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