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

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Showing 101–125 of 782 papers

TitleStatusHype
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
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness—0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessCode0
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding—0
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial DatasetsCode0
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language ModelsCode0
MIND Your Language: A Multilingual Dataset for Cross-lingual News RecommendationCode2
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?—0
Towards Knowledge-Grounded Natural Language Understanding and Generation—0
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—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