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 526–550 of 782 papers

TitleStatusHype
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic LanguagesCode0
Transfer-based Enrichment of a Hungarian Named Entity Dataset—0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
Multiple Captions Embellished Multilingual Multi-Modal Neural Machine Translation—0
Cross-Lingual Text Classification of Transliterated Hindi and MalayalamCode0
LexFit: Lexical Fine-Tuning of Pretrained Language Models—0
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER—0
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings—0
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training—0
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection—0
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation—0
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision—0
Evaluating morphological typology in zero-shot cross-lingual transfer—0
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer—0
Cross-Lingual Transfer Learning for Statistical Type Inference—0
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer—0
Probing Multilingual Language Models for Discourse—0
MergeDistill: Merging Pre-trained Language Models using Distillation—0
Language Scaling for Universal Suggested Replies Model—0
How to Adapt Your Pretrained Multilingual Model to 1600 Languages—0
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual TransferCode0
Language Embeddings for Typology and Cross-lingual Transfer LearningCode0
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph—0
Towards More Equitable Question Answering Systems: How Much More Data Do You Need?Code0
DaN+: Danish Nested Named Entities and Lexical NormalizationCode0
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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