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 151–175 of 782 papers

TitleStatusHype
MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms—0
Cross-lingual Transfer Learning for Javanese Dependency Parsing—0
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and ChallengesCode0
Discovering Low-rank Subspaces for Language-agnostic Multilingual RepresentationsCode0
Multilingual Instruction Tuning With Just a Pinch of Multilinguality—0
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?Code1
Soft Alignment of Modality Space for End-to-end Speech Translation—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition and Phoneme to Grapheme Translation—0
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token EmbeddingsCode0
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification—0
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought ProcessesCode1
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages—0
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization—0
On the Calibration of Multilingual Question Answering LLMs—0
MELA: Multilingual Evaluation of Linguistic AcceptabilityCode0
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study—0
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension—0
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study—0
Efficiently Adapting Pretrained Language Models To New Languages—0
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection—0
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity—0
Learning Transfers over Several Programming Languages—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—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