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 551–575 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
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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