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 251–300 of 782 papers

TitleStatusHype
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
Efficiently Adapting Pretrained Language Models To New Languages—0
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data—0
Investigating Multilingual NMT Representations at Scale—0
Investigating the Effect of Parallel Data in the Cross-Lingual Transfer for Vision-Language Encoders—0
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator—0
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank—0
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER—0
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages—0
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance—0
Interactive Error Resolution Strategies for Speech-to-Speech Translation Systems—0
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning—0
Inverted indexing for cross-lingual NLP—0
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition—0
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation—0
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast—0
Cross-lingual Semantic Role Labelling with the ValPaL Database Knowledge—0
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph—0
Bilingual Language Modeling, A transfer learning technique for Roman Urdu—0
Cross-Lingual Relevance Transfer for Document Retrieval—0
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation—0
Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise—0
Cross-Lingual Relation Extraction with Transformers—0
Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervis\'e d'un \'etiqueteur morpho-syntaxique par transfert cross-lingue) [in French]—0
Analysis of Multi-Source Language Training in Cross-Lingual Transfer—0
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning—0
Cross-Lingual Parser Selection for Low-Resource Languages—0
Bilingual Adaptation of Monolingual Foundation Models—0
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Cross-Lingual Optimization for Language Transfer in Large Language Models—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing—0
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging—0
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT—0
Extending Multilingual BERT to Low-Resource Languages—0
Cross-lingual morphological inflection with explicit alignment—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation—0
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection—0
Cross-Lingual Language Model Meta-Pretraining—0
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—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