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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 151–200 of 782 papers

TitleStatusHype
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs—0
End-to-end Text-to-speech for Low-resource Languages by Cross-Lingual Transfer Learning—0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian—0
Emerging Cross-lingual Structure in Pretrained Language Models—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
Any-language frame-semantic parsing—0
Emotion Classification in Low and Moderate Resource Languages—0
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models—0
Cross-lingual Transfer of Monolingual Models—0
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots—0
The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning—0
Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer—0
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction—0
Efficiently Adapting Pretrained Language Models To New Languages—0
Empirical Gaussian priors for cross-lingual transfer learning—0
Enhancing Cross-lingual Prompting with Two-level Augmentation—0
Exploring Benefits of Transfer Learning in Neural Machine Translation—0
Can Monolingual Pretrained Models Help Cross-Lingual Classification?—0
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?—0
An Empirical Study on Cross-Lingual and Cross-Domain Transfer for Legal Judgment Prediction—0
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts—0
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Cross-lingual Transfer Learning for Javanese Dependency Parsing—0
Cross-lingual Transfer Learning for Japanese Named Entity Recognition—0
Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer—0
Cross-Lingual Transfer Learning for Hate Speech Detection—0
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model—0
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources—0
Cross-lingual Transfer Learning for Pre-trained Contextualized Language Models—0
Cross-Lingual Transfer Learning for Question Answering—0
Cross-lingual Transfer Learning for Semantic Role Labeling in Russian—0
Cross-Lingual Transfer Learning for Speech Translation—0
Cross-lingual transfer learning for spoken language understanding—0
Cross lingual transfer learning for zero-resource domain adaptation—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding—0
Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features—0
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon—0
Cross-lingual Approaches for Task-specific Dialogue Act Recognition—0
Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora—0
Cross-Lingual Transfer Learning for Complex Word Identification—0
Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter—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