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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 551–575 of 782 papers

TitleStatusHype
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation—0
AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages—0
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset—0
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning—0
JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human Self-Destructive Behavior Content in Jirai Community—0
Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization—0
Jointly Learning to Embed and Predict with Multiple Languages—0
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages—0
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks—0
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization—0
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models—0
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models—0
Language-Family Adapters for Multilingual Neural Machine Translation—0
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation—0
Language-independent Cross-lingual Contextual Representations—0
Language Scaling for Universal Suggested Replies Model—0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 LanguagesCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
On Cross-Lingual Retrieval with Multilingual Text EncodersCode0
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency ParsingCode0
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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