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 201–250 of 782 papers

TitleStatusHype
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
Cross-lingual Transfer of Sentiment Classifiers—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
Cross-lingual Approaches for Task-specific Dialogue Act Recognition—0
Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Cross-Lingual Transfer Learning for Complex Word Identification—0
Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter—0
Cross-lingual Word Sense Disambiguation for Predicate Labelling of French—0
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology—0
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models—0
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering—0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—0
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks—0
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning—0
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican—0
Data-adaptive Transfer Learning for Low-resource Translation: A Case Study in Haitian—0
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR—0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer—0
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks—0
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing—0
Density-Driven Cross-Lingual Transfer of Dependency Parsers—0
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts—0
Development of a Bengali parser by cross-lingual transfer from Hindi—0
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?—0
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning—0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning—0
Cross-lingual Transfer Learning for Grammatical Error Correction—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
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding—0
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding—0
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval—0
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition—0
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction—0
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer—0
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog—0
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models—0
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions—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