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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 101–150 of 782 papers

TitleStatusHype
XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningCode1
xGQA: Cross-Lingual Visual Question AnsweringCode1
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No CostCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Zambezi Voice: A Multilingual Speech Corpus for Zambian LanguagesCode1
Zero-Shot Cross-Lingual Transfer with Meta LearningCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data AugmentationCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument ExtractionCode1
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?Code1
It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
A Survey of Multilingual Models for Automatic Speech Recognition—0
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models—0
Cross-lingual alignment transfer: a chicken-and-egg story?—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
A Survey Of Cross-lingual Word Embedding Models—0
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding—0
Cross-Lingual Transfer Learning for Statistical Type Inference—0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian—0
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems—0
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT—0
Addressing the Challenges of Cross-Lingual Hate Speech Detection—0
Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking—0
Cross-lingual Transfer of Sentiment Classifiers—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Cross-lingual Transfer Parsing for Low-Resourced Languages: An Irish Case Study—0
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts—0
Conversational Question Answering in Low Resource Scenarios: A Dataset and Case Study for Basque—0
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs—0
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora—0
A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing—0
Cross-lingual Transfer of Semantic Role Labeling Models—0
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles—0
Cross-Lingual Transfer with MAML on Trees—0
Cross-lingual Word Sense Disambiguation for Predicate Labelling of French—0
Composable Sparse Fine-Tuning for Cross-Lingual Transfer—0
A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task—0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features—0
Comparative Study of Zero-Shot Cross-Lingual Transfer for Bodo POS and NER Tagging Using Gemini 2.0 Flash Thinking Experimental Model—0
Are All Languages Created Equal in Multilingual BERT?—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