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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 401–450 of 782 papers

TitleStatusHype
An Empirical Study on Cross-Lingual and Cross-Domain Transfer for Legal Judgment Prediction—0
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking—0
Addressing the Challenges of Cross-Lingual Hate Speech Detection—0
On Cross-Lingual Retrieval with Multilingual Text EncodersCode0
Few-shot Learning with Multilingual Language ModelsCode1
Enhancing Cross-lingual Prompting with Two-level Augmentation—0
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian—0
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsCode1
Multi-task pre-finetuning for zero-shot cross lingual transfer—0
Multi-Source Cross-Lingual Constituency Parsing—0
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer ModelsCode0
INDICXNLI: A Dataset for Studying NLI in Indic Languages—0
Language-Family Adapters for Multilingual Neural Machine Translation—0
Data-adaptive Transfer Learning for Low-resource Translation: A Case Study in Haitian—0
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning—0
Composable Sparse Fine-Tuning for Cross-Lingual Transfer—0
Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Persian Natural Language Inference: A Meta-learning approach—0
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval—0
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR—0
Training Cross-Lingual embeddings for Setswana and SepediCode0
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding—0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
Multi-Domain Multilingual Question AnsweringCode1
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport—0
Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging—0
Chinese Opinion Role Labeling with Corpus Translation: A Pivot StudyCode0
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing—0
“Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks—0
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling—0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role LabelingCode0
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer—0
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning—0
Limitations of Knowledge Distillation for Zero-shot Transfer Learning—0
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual TransferCode1
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters—0
xGQA: Cross-Lingual Visual Question Answering—0
Zero-shot Cross-lingual Transfer is Under-specified Optimization—0
Cross-lingual Constituency Parsing with Linguistic Typology Knowledge—0
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models—0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi—0
Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models—0
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine TranslationCode1
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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