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 551–600 of 782 papers

TitleStatusHype
The interplay between language similarity and script on a novel multi-layer Algerian dialect corpusCode0
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters—0
Analysing The Impact Of Linguistic Features On Cross-Lingual TransferCode0
Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models—0
Multilingual and Zero-Shot is Closing in on Monolingual Web Register Classification—0
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained EncodersCode0
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesCode0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual TasksCode0
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing—0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers—0
Negation Scope Resolution for Chinese as a Second Language—0
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation—0
Cross-Lingual Transfer Learning for Hate Speech Detection—0
Cross-Lingual Transfer with MAML on Trees—0
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing—0
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures—0
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil—0
Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages—0
Meta-Learning with MAML on Trees—0
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding TransformationCode0
Task-Specific Pre-Training and Cross Lingual Transfer for Code-Switched Data—0
Bilingual Language Modeling, A transfer learning technique for Roman Urdu—0
RUBERT: A Bilingual Roman Urdu BERT Using Cross Lingual Transfer Learning—0
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
XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP—0
Cross-lingual Transfer Learning for Pre-trained Contextualized Language Models—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
Cross-lingual Annotation Projection in Legal TextsCode0
Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations—0
Analysing cross-lingual transfer in lemmatisation for Indian languages—0
Cross-lingual Transfer Learning for Grammatical Error Correction—0
Multi-view Subword Regularization—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource 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
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous 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