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Cross-Lingual NER

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Showing 1–42 of 42 papers

TitleStatusHype
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource SettingsCode2
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity RecognitionCode1
Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkCode1
T-Projection: High Quality Annotation Projection for Sequence Labeling TasksCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NERCode1
ByT5: Towards a token-free future with pre-trained byte-to-byte modelsCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource LanguagesCode0
Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language ModelsCode0
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource LanguagesCode0
Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages—0
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype LearningCode0
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition—0
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity RecognitionCode0
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence TranslationCode0
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning—0
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition—0
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity RecognitionCode0
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity RecognitionCode0
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition—0
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER—0
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NERCode0
Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition—0
Towards Multi-Sense Cross-Lingual Alignment of Contextual EmbeddingsCode0
Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment—0
Semi-Supervised Disentangled Framework for Transferable Named Entity RecognitionCode0
CalibreNet: Calibration Networks for Multilingual Sequence Labeling—0
Rethinking embedding coupling in pre-trained language modelsCode0
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataCode0
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target LanguageCode0
Zero-Resource Cross-Lingual Named Entity RecognitionCode0
Towards Lingua Franca Named Entity Recognition with BERT—0
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal ResourcesCode0
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified FrameworkCode0
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis—0
Entity Projection via Machine Translation for Cross-Lingual NERCode0
Multi-Source Cross-Lingual Model Transfer: Learning What to ShareCode0
Cheap Translation for Cross-Lingual Named Entity Recognition—0
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection—0
Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia—0
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