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 451–475 of 782 papers

TitleStatusHype
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model—0
Transfer-based Enrichment of a Hungarian Named Entity Dataset—0
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies—0
Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer—0
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank—0
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Addressing the Challenges of Cross-Lingual Hate Speech Detection—0
Adventures in Multilingual Parsing—0
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text—0
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing—0
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models—0
A multilingual training strategy for low resource Text to Speech—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition—0
Analysing cross-lingual transfer in lemmatisation for Indian languages—0
Analysis of Multi-Source Language Training in Cross-Lingual Transfer—0
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast—0
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models—0
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—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