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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

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Showing 351–400 of 782 papers

TitleStatusHype
Multilingual Instruction Tuning With Just a Pinch of Multilinguality—0
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Transfer in Sense-Aware Tasks—0
Multilingual Multimodal Pretraining for Zero-Shot Cross-Lingual Transfer of Vision-Language Models—0
Multilingual Projection for Parsing Truly Low-Resource Languages—0
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification—0
Multilingual Transfer Learning for QA Using Translation as Data Augmentation—0
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP—0
Multiple Captions Embellished Multilingual Multi-Modal Neural Machine Translation—0
Multi-Source Cross-Lingual Constituency Parsing—0
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies—0
Multi-task Learning for Multilingual Neural Machine Translation—0
Multi-task pre-finetuning for zero-shot cross lingual transfer—0
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision—0
Multi-view Subword Regularization—0
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies—0
Negation Scope Resolution for Chinese as a Second Language—0
Neural Cross-Lingual Event Detection with Minimal Parallel Resources—0
Neural Task Representations as Weak Supervision for Model Agnostic Cross-Lingual Transfer—0
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation—0
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval—0
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval—0
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion—0
One Step Is Enough for Few-Shot Cross-Lingual Transfer: Co-Training with Gradient Optimization—0
On the ability of monolingual models to learn language-agnostic representations—0
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings—0
On the Role of Parallel Data in Cross-lingual Transfer Learning—0
On the Universality of Deep Contextual Language Models—0
On the Usability of Transformers-based models for a French Question-Answering task—0
On Zero-shot Cross-lingual Transfer of Multilingual Neural Machine Translation—0
Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition and Phoneme to Grapheme Translation—0
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer—0
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer—0
Overcoming Vocabulary Constraints with Pixel-level Fallback—0
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR—0
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning—0
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study—0
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training—0
Persian Natural Language Inference: A Meta-learning approach—0
Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings—0
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Predicting the Spelling Difficulty of Words for Language Learners—0
Probing Multilingual Language Models for Discourse—0
Probing the Emergence of Cross-lingual Alignment during LLM Training—0
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing—0
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning—0
QTLeap WSD/NED Corpora: Semantic Annotation of Parallel Corpora in Six Languages—0
Quality versus Quantity: Building Catalan-English MT Resources—0
Quantifying training challenges of dependency parsers—0
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer—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