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
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch—0
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?—0
Can Monolingual Pretrained Models Help Cross-Lingual Classification?—0
The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian—0
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs—0
Comparative Study of Zero-Shot Cross-Lingual Transfer for Bodo POS and NER Tagging Using Gemini 2.0 Flash Thinking Experimental Model—0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—0
Composable Sparse Fine-Tuning for Cross-Lingual Transfer—0
Conversational Question Answering in Low Resource Scenarios: A Dataset and Case Study for Basque—0
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
Cross-Lingual Transfer Learning for Statistical Type Inference—0
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
Cross-lingual alignment transfer: a chicken-and-egg story?—0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian—0
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems—0
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language—0
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach—0
Cross-lingual Constituency Parsing with Linguistic Typology Knowledge—0
Cross-lingual Universal Dependency Parsing Only from One Monolingual Treebank—0
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank—0
Cross-Lingual Dependency Parsing via Self-Training—0
Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization—0
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation—0
Cross-lingual intent classification in a low resource industrial setting—0
Cross-Lingual Language Model Meta-Pretraining—0
Cross-lingual morphological inflection with explicit alignment—0
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging—0
Cross-Lingual Optimization for Language Transfer in Large Language Models—0
Cross-Lingual Parser Selection for Low-Resource Languages—0
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning—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
Cross-Lingual Relation Extraction with Transformers—0
Cross-Lingual Relevance Transfer for Document Retrieval—0
Cross-lingual Semantic Role Labelling with the ValPaL Database Knowledge—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis—0
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages—0
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER—0
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator—0
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data—0
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching—0
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions—0
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog—0
Cross-lingual Transfer Learning for Grammatical Error Correction—0
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech—0
Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter—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