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Masked Language Modeling

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TitleStatusHype
Luna: Linear Unified Nested AttentionCode1
MMBERT: Multimodal BERT Pretraining for Improved Medical VQACode1
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt VerbalizerCode1
CDLM: Cross-Document Language ModelingCode1
Causal Distillation for Language ModelsCode1
On the Difference of BERT-style and CLIP-style Text EncodersCode1
Pairing interacting protein sequences using masked language modelingCode1
PepMLM: Target Sequence-Conditioned Generation of Therapeutic Peptide Binders via Span Masked Language ModelingCode1
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language ModelsCode1
CodeArt: Better Code Models by Attention Regularization When Symbols Are LackingCode1
AraELECTRA: Pre-Training Text Discriminators for Arabic Language UnderstandingCode1
Cold-start Active Learning through Self-supervised Language ModelingCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
GraPPa: Grammar-Augmented Pre-Training for Table Semantic ParsingCode1
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and GenerationCode1
GeoLM: Empowering Language Models for Geospatially Grounded Language UnderstandingCode1
Global and Local Semantic Completion Learning for Vision-Language Pre-trainingCode1
GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-trainingCode1
Contrastive Learning for Prompt-Based Few-Shot Language LearnersCode1
Contextual Representation Learning beyond Masked Language ModelingCode1
AutoScale: Scale-Aware Data Mixing for Pre-Training LLMsCode1
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and ClassificationCode1
Generate to Understand for RepresentationCode1
Fine-grained Audible Video DescriptionCode1
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation LearningCode1
CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and OptimizationCode1
Frustratingly Simple Pretraining Alternatives to Masked Language ModelingCode1
Generative power of a protein language model trained on multiple sequence alignmentsCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language RepresentationsCode1
HOP: History-and-Order Aware Pre-training for Vision-and-Language NavigationCode1
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word AlignmentCode1
Data Efficient Masked Language Modeling for Vision and LanguageCode1
InforMask: Unsupervised Informative Masking for Language Model PretrainingCode1
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional TransformersCode1
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market DomainCode1
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular DataCode1
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationCode1
EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse GateCode1
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-trainingCode1
Language-agnostic BERT Sentence EmbeddingCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Leveraging Label Correlations in a Multi-label Setting: A Case Study in EmotionCode1
Efficient Pre-training of Masked Language Model via Concept-based Curriculum MaskingCode1
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than GeneratorsCode1
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training ModelCode1
Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLPCode1
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-FinetuningCode1
Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsCode1
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