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 301–325 of 782 papers

TitleStatusHype
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages—0
Inverted indexing for cross-lingual NLP—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Cross-Lingual Parser Selection for Low-Resource Languages—0
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning—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
Cross-Lingual Relation Extraction with Transformers—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
Exploring Pretraining via Active Forgetting for Improving Cross Lingual Transfer for Decoder Language Models—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
Cross-lingual intent classification in a low resource industrial setting—0
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification—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
Interactive Error Resolution Strategies for Speech-to-Speech Translation Systems—0
Investigating Multilingual NMT Representations at Scale—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning—0
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP—0
Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization—0
Exploring Cross-Lingual Transfer of Morphological Knowledge In Sequence-to-Sequence Models—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