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 351–400 of 782 papers

TitleStatusHype
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension—0
SIGTYP 2020 Shared Task: Prediction of Typological Features—0
SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT—0
Soft Alignment of Modality Space for End-to-end Speech Translation—0
Soft Language Clustering for Multilingual Model Pre-training—0
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer—0
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing—0
Specializing Distributional Vectors of All Words for Lexical Entailment—0
SpeechTaxi: On Multilingual Semantic Speech Classification—0
Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios—0
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation—0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi—0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali—0
Supervised Contrastive Learning for Cross-lingual Transfer Learning—0
Surprisingly Simple Adapter Ensembling for Zero-Shot Cross-Lingual Sequence Tagging—0
Syntax and Domain Aware Model for Unsupervised Program Translation—0
Tâches Auxiliaires Multilingues pour le Transfert de Modèles de Détection de Discours Haineux (Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection)—0
Tagging Ingush - Language Technology For Low-Resource Languages Using Resources From Linguistic Field Work—0
Target Language Adaptation of Discriminative Transfer Parsers—0
Target Speaker Lipreading by Audio-Visual Self-Distillation Pretraining and Speaker Adaptation—0
Task-Specific Pre-Training and Cross Lingual Transfer for Code-Switched Data—0
Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages—0
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
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection—0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
Transliteration for Cross-Lingual Morphological Inflection—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