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 301–350 of 782 papers

TitleStatusHype
Enhancing Cross-lingual Transfer via Phonemic Transcription IntegrationCode0
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug ReactionsCode0
Enhancing Cross-lingual Prompting with Dual Prompt AugmentationCode0
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual VerbalizerCode0
Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual TemplatesCode0
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal ResourcesCode0
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection ModelsCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Multilingual Content Moderation: A Case Study on RedditCode0
Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingCode0
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language UnderstandingCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic ParsingCode0
Automatic Extraction of Rules Governing Morphological AgreementCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language ModelsCode0
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!Code0
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language ModelsCode0
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian TwitterCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 LanguagesCode0
Cross-Lingual Text Classification of Transliterated Hindi and MalayalamCode0
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
Oolong: Investigating What Makes Transfer Learning Hard with Controlled StudiesCode0
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related LanguagesCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems—0
Efficiently Adapting Pretrained Language Models To New Languages—0
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots—0
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models—0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian—0
A Survey of Multilingual Models for Automatic Speech Recognition—0
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models—0
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction—0
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition—0
Cross-lingual alignment transfer: a chicken-and-egg story?—0
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval—0
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
A Survey Of Cross-lingual Word Embedding Models—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—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