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 101–125 of 782 papers

TitleStatusHype
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language ModelsCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine TranslationCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Visually Grounded Reasoning across Languages and CulturesCode1
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsCode1
Word Alignment by Fine-tuning Embeddings on Parallel CorporaCode1
XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified FrameworkCode0
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?Code0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic LanguagesCode0
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
Cross-Language Learning for Entity MatchingCode0
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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