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 701–750 of 782 papers

TitleStatusHype
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
End-to-end Text-to-speech for Low-resource Languages by Cross-Lingual Transfer Learning—0
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings—0
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles—0
Cross-lingual transfer learning for spoken language understanding—0
Low-Resource Syntactic Transfer with Unsupervised Source Reordering—0
Massively Multilingual Transfer for NERCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondCode1
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems—0
Neural Task Representations as Weak Supervision for Model Agnostic Cross-Lingual Transfer—0
Low-resource named entity recognition via multi-source projection: Not quite there yet?—0
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation ProjectionCode0
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency ParsingCode0
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog—0
On Zero-shot Cross-lingual Transfer of Multilingual Neural Machine Translation—0
Multi-Source Cross-Lingual Model Transfer: Learning What to ShareCode0
Synthetic Data Made to Order: The Case of ParsingCode0
Zero-Resource Multilingual Model Transfer: Learning What to Share—0
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation—0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Unsupervised Cross-lingual Transfer of Word Embedding SpacesCode0
Quantifying training challenges of dependency parsers—0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps—0
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!Code0
Predicting Concreteness and Imageability of Words Within and Across Languages via Word EmbeddingsCode0
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing—0
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification—0
Predicting Concreteness and Imageability of Words Within and Across Languages via Word EmbeddingsCode0
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP—0
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian ResourceCode0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Multilingual Dependency Parsing for Low-Resource Languages: Case Studies on North Saami and Komi-ZyrianCode0
Errator: a Tool to Help Detect Annotation Errors in the Universal Dependencies Project—0
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation—0
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages—0
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition—0
Exploring Cross-Lingual Transfer of Morphological Knowledge In Sequence-to-Sequence Models—0
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction—0
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources—0
A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task—0
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks—0
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation—0
A Survey Of Cross-lingual Word Embedding Models—0
Cross-Lingual Parser Selection for Low-Resource Languages—0
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing—0
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion—0
Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge—0
Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features—0
Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking—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