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 651–700 of 782 papers

TitleStatusHype
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
How to Adapt Your Pretrained Multilingual Model to 1600 Languages—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
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing—0
Improved Cross-Lingual Transfer Learning For Automatic Speech 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
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
INDICXNLI: A Dataset for Studying NLI in Indic Languages—0
Interactive Error Resolution Strategies for Speech-to-Speech Translation Systems—0
Inverted indexing for cross-lingual NLP—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Investigating Multilingual NMT Representations at Scale—0
Investigating the Effect of Parallel Data in the Cross-Lingual Transfer for Vision-Language Encoders—0
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition—0
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP—0
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation—0
AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages—0
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset—0
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning—0
JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human Self-Destructive Behavior Content in Jirai Community—0
Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization—0
Jointly Learning to Embed and Predict with Multiple Languages—0
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages—0
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks—0
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization—0
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models—0
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models—0
Language-Family Adapters for Multilingual Neural Machine Translation—0
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation—0
Language-independent Cross-lingual Contextual Representations—0
Language Scaling for Universal Suggested Replies Model—0
Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer—0
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer—0
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models—0
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport—0
Learning from a Neighbor: Adapting a Japanese Parser for Korean Through Feature Transfer Learning—0
Learning Invariant Representations on Multilingual Language Models for Unsupervised Cross-Lingual Transfer—0
Learning Monolingual Compositional Representations via Bilingual Supervision—0
Learning to Learn Morphological Inflection for Resource-Poor Languages—0
Learning Transfers over Several Programming Languages—0
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—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
Limitations of Knowledge Distillation for Zero-shot Transfer Learning—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