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 451–500 of 782 papers

TitleStatusHype
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs—0
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation—0
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs—0
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages—0
Toward Cross-Lingual Definition Generation for Language Learners—0
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review—0
Towards Best Practices for Training Multilingual Dense Retrieval Models—0
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset—0
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers—0
Towards Knowledge-Grounded Natural Language Understanding and Generation—0
Towards Lingua Franca Named Entity Recognition with BERT—0
Toxicity Classification in Ukrainian—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—0
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection—0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
Transliteration for Cross-Lingual Morphological Inflection—0
On the Calibration of Multilingual Question Answering LLMs—0
Understanding Cross-Lingual Inconsistency in Large Language Models—0
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks—0
Universal Dependencies for Croatian (that work for Serbian, too)—0
Universal dependencies for Uyghur—0
Universal Recurrent Neural Network Grammar—0
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond—0
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