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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–625 of 782 papers

TitleStatusHype
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond—0
Towards Fully Bilingual Deep Language ModelingCode0
What makes multilingual BERT multilingual?—0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
SIGTYP 2020 Shared Task: Prediction of Typological Features—0
Cross-Lingual Relation Extraction with Transformers—0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Model Selection for Cross-Lingual TransferCode0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
Toward Cross-Lingual Definition Generation for Language Learners—0
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding—0
Multi-task Learning for Multilingual Neural Machine Translation—0
Cross-Lingual Transfer Learning for Complex Word Identification—0
Automatic Extraction of Rules Governing Morphological AgreementCode0
Cross-Lingual Dependency Parsing via Self-Training—0
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study—0
Model Selection for Cross-Lingual Transfer using a Learned Scoring Function—0
Cross-lingual Transfer Learning for Semantic Role Labeling in Russian—0
MICE: Mining Idioms with Contextual EmbeddingsCode0
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models—0
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataCode0
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer—0
Transliteration for Cross-Lingual Morphological Inflection—0
Show:102550
← PrevPage 25 of 32Next →

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