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 51–75 of 782 papers

TitleStatusHype
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
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages—0
Table Question Answering for Low-resourced Indic LanguagesCode0
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
Cross-lingual transfer of multilingual models on low resource African LanguagesCode0
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages—0
SpeechTaxi: On Multilingual Semantic Speech Classification—0
A multilingual training strategy for low resource Text to Speech—0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
RedWhale: An Adapted Korean LLM Through Efficient Continual Pretraining—0
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer—0
Assessing the Role of Lexical Semantics in Cross-lingual Transfer through Controlled ManipulationsCode0
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual AlignmentCode0
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination DetectionCode0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—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