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 376–400 of 782 papers

TitleStatusHype
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction—0
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy—0
Text-to-Speech for Under-Resourced Languages: Phoneme Mapping and Source Language Selection in Transfer Learning—0
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada—0
The CMU-LTI submission to the SIGMORPHON 2020 Shared Task 0: Language-Specific Cross-Lingual Transfer—0
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech—0
The First Multilingual Model For The Detection of Suicide Texts—0
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models—0
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm—0
The Reality of Multi-Lingual Machine Translation—0
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection—0
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs—0
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation—0
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs—0
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages—0
Toward Cross-Lingual Definition Generation for Language Learners—0
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review—0
Towards Best Practices for Training Multilingual Dense Retrieval Models—0
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset—0
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers—0
Towards Knowledge-Grounded Natural Language Understanding and Generation—0
Towards Lingua Franca Named Entity Recognition with BERT—0
Toxicity Classification in Ukrainian—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—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