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 201–225 of 782 papers

TitleStatusHype
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Probing the Emergence of Cross-lingual Alignment during LLM Training—0
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages—0
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News RecommendationCode0
How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text?Code0
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource LanguagesCode0
ThaiCoref: Thai Coreference Resolution DatasetCode0
Unknown Script: Impact of Script on Cross-Lingual TransferCode0
What Drives Performance in Multilingual Language Models?Code0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—0
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian TwitterCode0
Toxicity Classification in Ukrainian—0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer—0
Generalization Measures for Zero-Shot Cross-Lingual Transfer—0
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts—0
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?Code0
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Measuring Cross-lingual Transfer in BytesCode0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM—0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness—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