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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
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
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
IndicXNLI: Evaluating Multilingual Inference for Indian LanguagesCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningCode1
Machine-Created Universal Language for Cross-lingual TransferCode1
Learning Compact Metrics for MTCode1
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning DatasetCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models—0
Cross-lingual Word Sense Disambiguation for Predicate Labelling of French—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
A Survey of Multilingual Models for Automatic Speech Recognition—0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian—0
Cross-Lingual Transfer Learning for Statistical Type Inference—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
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology—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 with MAML on Trees—0
Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking—0
Cross-lingual Transfer Parsing for Low-Resourced Languages: An Irish Case Study—0
Cross-Lingual Transfer with Target Language-Ready Task Adapters—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 Semantic Roles: From Raw Text to Semantic Roles—0
A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing—0
Cross-lingual Transfer of Sentiment Classifiers—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models—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 Monolingual Models—0
Comparative Study of Zero-Shot Cross-Lingual Transfer for Bodo POS and NER Tagging Using Gemini 2.0 Flash Thinking Experimental Model—0
Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features—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