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 501–550 of 782 papers

TitleStatusHype
Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge—0
Zero-Resource Multilingual Model Transfer: Learning What to Share—0
Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models—0
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation—0
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study—0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
Zero-shot cross-lingual transfer in instruction tuning of large language models—0
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing—0
Zero-shot Cross-lingual Transfer is Under-specified Optimization—0
Zero-shot Cross-lingual Transfer is Under-specified Optimization—0
Zero-shot cross-lingual transfer language selection using linguistic similarity—0
Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training—0
Zero-shot Cross-lingual Transfer without Parallel Corpus—0
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning—0
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model—0
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages—0
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models—0
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages—0
FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual Connection—0
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models—0
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training—0
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers—0
Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing—0
Frustratingly Simple Regularization to Improve Zero-shot Cross-lingual Robustness—0
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil—0
Generalization Measures for Zero-Shot Cross-Lingual Transfer—0
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings—0
HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training—0
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—0
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
How to Adapt Your Pretrained Multilingual Model to 1600 Languages—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—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
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation—0
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures—0
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation—0
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph—0
Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
INDICXNLI: A Dataset for Studying NLI in Indic Languages—0
Interactive Error Resolution Strategies for Speech-to-Speech Translation Systems—0
Inverted indexing for cross-lingual NLP—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Investigating Multilingual NMT Representations at Scale—0
Investigating the Effect of Parallel Data in the Cross-Lingual Transfer for Vision-Language Encoders—0
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition—0
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP—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