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 601–650 of 782 papers

TitleStatusHype
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
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models—0
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots—0
Efficiently Adapting Pretrained Language Models To New Languages—0
Emerging Cross-lingual Structure in Pretrained Language Models—0
Emotion Classification in Low and Moderate Resource Languages—0
Empirical Gaussian priors for cross-lingual transfer learning—0
End-to-end Text-to-speech for Low-resource Languages by Cross-Lingual Transfer Learning—0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too—0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too—0
Enhancing Cross-lingual Prompting with Two-level Augmentation—0
Enhancing Cross-task Transfer of Large Language Models via Activation Steering—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning—0
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching—0
Errator: a Tool to Help Detect Annotation Errors in the Universal Dependencies Project—0
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
Evaluating Byte and Wordpiece Level Models for Massively Multilingual Semantic Parsing—0
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models—0
Evaluating morphological typology in zero-shot cross-lingual transfer—0
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation—0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
Exploring Benefits of Transfer Learning in Neural Machine Translation—0
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation—0
Exploring Cross-Lingual Transfer of Morphological Knowledge In Sequence-to-Sequence Models—0
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification—0
Exploring Pretraining via Active Forgetting for Improving Cross Lingual Transfer for Decoder Language Models—0
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages—0
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection—0
Extending Multilingual BERT to Low-Resource Languages—0
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages—0
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models—0
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages—0
FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual Connection—0
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models—0
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training—0
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers—0
Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing—0
Frustratingly Simple Regularization to Improve Zero-shot Cross-lingual Robustness—0
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil—0
Generalization Measures for Zero-Shot Cross-Lingual Transfer—0
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings—0
HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training—0
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—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