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 151–175 of 782 papers

TitleStatusHype
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction—0
Language Fusion for Parameter-Efficient Cross-lingual TransferCode0
Aligning LLMs with Domain Invariant Reward ModelsCode0
On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language PairsCode0
The First Multilingual Model For The Detection of Suicide Texts—0
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive InvestigationCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language ModelsCode0
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy—0
Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training—0
When Does Classical Chinese Help? Quantifying Cross-Lingual Transfer in Hanja and KanbunCode0
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 LanguagesCode0
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs—0
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch—0
Cross-lingual Transfer of Reward Models in Multilingual AlignmentCode0
Exploring Pretraining via Active Forgetting for Improving Cross Lingual Transfer for Decoder Language Models—0
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR—0
Scaling Laws for Multilingual Language Models—0
Table Question Answering for Low-resourced Indic LanguagesCode0
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages—0
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models—0
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic ParsingCode0
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language ModelsCode0
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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