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 301–350 of 782 papers

TitleStatusHype
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning—0
Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization—0
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages—0
Cross-Lingual Parser Selection for Low-Resource Languages—0
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning—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
Cross-Lingual Relation Extraction with Transformers—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
Exploring Pretraining via Active Forgetting for Improving Cross Lingual Transfer for Decoder Language Models—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
Cross-lingual intent classification in a low resource industrial setting—0
Cross-lingual Semantic Role Labelling with the ValPaL Database Knowledge—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
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification—0
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset—0
Jointly Learning to Embed and Predict with Multiple Languages—0
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning—0
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models—0
Exploring Cross-Lingual Transfer of Morphological Knowledge In Sequence-to-Sequence Models—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
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
How to Adapt Your Pretrained Multilingual Model to 1600 Languages—0
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER—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
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation—0
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation—0
Exploring Benefits of Transfer Learning in Neural Machine Translation—0
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures—0
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation—0
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching—0
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning—0
LexFit: Lexical Fine-Tuning of Pretrained Language Models—0
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding—0
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions—0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph—0
Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech—0
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation—0
Show:102550
← PrevPage 7 of 16Next →

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