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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 551–600 of 782 papers

TitleStatusHype
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of RegistersCode0
PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual AdaptationCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks—0
Summarising Historical Text in Modern LanguagesCode1
Word Alignment by Fine-tuning Embeddings on Parallel CorporaCode1
Improving Portuguese Semantic Role Labeling with Transformers and Transfer LearningCode1
Cross-lingual Transfer Learning for Pre-trained Contextualized Language Models—0
XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP—0
UNKs Everywhere: Adapting Multilingual Language Models to New ScriptsCode0
Cross-lingual Universal Dependency Parsing Only from One Monolingual Treebank—0
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of PolyglotismCode0
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer—0
Multilingual Transfer Learning for QA Using Translation as Data Augmentation—0
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language—0
Multilingual Multimodal Pretraining for Zero-Shot Cross-Lingual Transfer of Vision-Language Models—0
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models—0
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug ReactionsCode0
Analysing cross-lingual transfer in lemmatisation for Indian languages—0
Cross-lingual Transfer Learning for Grammatical Error Correction—0
Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations—0
Cross-lingual Annotation Projection in Legal TextsCode0
Multi-view Subword Regularization—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages—0
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios—0
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies—0
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiCode1
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond—0
Towards Fully Bilingual Deep Language ModelingCode0
What makes multilingual BERT multilingual?—0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
SIGTYP 2020 Shared Task: Prediction of Typological Features—0
Cross-Lingual Relation Extraction with Transformers—0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Model Selection for Cross-Lingual TransferCode0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
Toward Cross-Lingual Definition Generation for Language Learners—0
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding—0
The Multilingual Amazon Reviews CorpusCode1
Multi-task Learning for Multilingual Neural Machine Translation—0
Automatic Extraction of Rules Governing Morphological AgreementCode0
Cross-Lingual Transfer Learning for Complex Word Identification—0
Cross-Lingual Dependency Parsing via Self-Training—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
Model Selection for Cross-Lingual Transfer using a Learned Scoring Function—0
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
Cross-lingual Transfer Learning for Semantic Role Labeling in Russian—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