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 476–500 of 782 papers

TitleStatusHype
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios—0
Untangling the Influence of Typology, Data and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging—0
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings—0
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages—0
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction—0
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection—0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps—0
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation—0
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages—0
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models—0
What Causes Knowledge Loss in Multilingual Language Models?—0
What makes multilingual BERT multilingual?—0
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis—0
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer—0
When More is not Necessary Better: Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection Models—0
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution—0
WiC-TSV-de: German Word-in-Context Target-Sense-Verification Dataset and Cross-Lingual Transfer Analysis—0
WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing—0
“Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks—0
Word-Level Representation From Bytes For Language Modeling—0
xGQA: Cross-Lingual Visual Question Answering—0
XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP—0
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking—0
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity—0
You Can Have Your Data and Balance It Too: Towards Balanced and Efficient Multilingual Models—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