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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 271–280 of 782 papers

Title	Date	Tasks	Status	Score
Cross-lingual Dependency Parsing Based on Distributed Representations	Jul 1, 2015	Cross-Lingual TransferDependency Parsing	CodeCode Available	5
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding	Apr 18, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	5
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions	Feb 1, 2019	Bilingual Lexicon InductionCross-Lingual Transfer	CodeCode Available	5
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization	Oct 17, 2022	Cross-Lingual TransferDependency Parsing	CodeCode Available	5
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings	Nov 29, 2023	Cross-Lingual TransferLanguage Modeling	CodeCode Available	5
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic Languages	Sep 2, 2021	Cross-Lingual TransferSentence	CodeCode Available	5
Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages	Sep 20, 2019	Cross-Lingual TransferDependency Parsing	CodeCode Available	5
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering	Oct 20, 2023	Cross-Lingual TransferPOS	CodeCode Available	5
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration	Jul 10, 2023	Cross-Lingual Transfernamed-entity-recognition	CodeCode Available	5
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging	May 26, 2023	Cross-Lingual TransferModel Selection	CodeCode Available	5

Show:10 25 50

← PrevPage 28 of 79Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	PaLM 2 (few-shot)	Accuracy	94.4	—	Unverified
2	mT0-13B	Accuracy	84.45	—	Unverified
3	RoBERTa Large (translate test)	Accuracy	76.05	—	Unverified
4	BLOOMZ	Accuracy	75.5	—	Unverified
5	MAD-X Base	Accuracy	60.94	—	Unverified
6	mGPT	Accuracy	55.5	—	Unverified