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 326–350 of 782 papers

TitleStatusHype
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—0
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
How to Adapt Your Pretrained Multilingual Model to 1600 Languages—0
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation—0
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing—0
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation—0
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures—0
Exploring Benefits of Transfer Learning in Neural Machine Translation—0
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning—0
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding—0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog—0
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph—0
Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech—0
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation—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