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 601–625 of 782 papers

TitleStatusHype
Inducing Language-Agnostic Multilingual RepresentationsCode1
MICE: Mining Idioms with Contextual EmbeddingsCode0
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual TransferCode1
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models—0
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataCode0
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingCode1
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer—0
Transliteration for Cross-Lingual Morphological Inflection—0
The CMU-LTI submission to the SIGMORPHON 2020 Shared Task 0: Language-Specific Cross-Lingual Transfer—0
Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization—0
Self-Supervised Representations Improve End-to-End Speech Translation—0
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated TasksCode0
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation—0
Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment—0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too—0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too—0
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning—0
Cross-lingual Approaches for Task-specific Dialogue Act Recognition—0
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text—0
Are All Languages Created Equal in Multilingual BERT?—0
Cross-lingual Transfer of Sentiment Classifiers—0
Finding Universal Grammatical Relations in Multilingual BERTCode1
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation EvaluationCode1
Gender Bias in Multilingual Embeddings and Cross-Lingual TransferCode1
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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