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Masked Language Modeling

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TitleStatusHype
GigaAM: Efficient Self-Supervised Learner for Speech RecognitionCode4
Towards No.1 in CLUE Semantic Matching Challenge: Pre-trained Language Model Erlangshen with Propensity-Corrected LossCode4
GLIPv2: Unifying Localization and Vision-Language UnderstandingCode4
Simple and Effective Masked Diffusion Language ModelsCode4
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language UnderstandingCode3
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-TrainingCode3
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context AccurayCode3
Cramming: Training a Language Model on a Single GPU in One DayCode3
MosaicBERT: A Bidirectional Encoder Optimized for Fast PretrainingCode2
Deep Bidirectional Language-Knowledge Graph PretrainingCode2
Self-Supervised Log ParsingCode2
LinkBERT: Pretraining Language Models with Document LinksCode2
Retrieval Oriented Masking Pre-training Language Model for Dense Passage RetrievalCode2
BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation ModelsCode2
GPT or BERT: why not both?Code2
MPNet: Masked and Permuted Pre-training for Language UnderstandingCode2
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-EncoderCode2
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalCode2
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language ModelsCode1
Generative power of a protein language model trained on multiple sequence alignmentsCode1
GeoLM: Empowering Language Models for Geospatially Grounded Language UnderstandingCode1
Frustratingly Simple Pretraining Alternatives to Masked Language ModelingCode1
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market DomainCode1
Endowing Protein Language Models with Structural KnowledgeCode1
FiLM: Fill-in Language Models for Any-Order GenerationCode1
Fine-grained Audible Video DescriptionCode1
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular DataCode1
Generative Prompt Tuning for Relation ClassificationCode1
Generate to Understand for RepresentationCode1
AraELECTRA: Pre-Training Text Discriminators for Arabic Language UnderstandingCode1
Global and Local Semantic Completion Learning for Vision-Language Pre-trainingCode1
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and ClassificationCode1
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-FinetuningCode1
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-trainingCode1
Declaration-based Prompt Tuning for Visual Question AnsweringCode1
Accelerating Vision-Language Pretraining with Free Language ModelingCode1
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language RepresentationsCode1
Efficient Pre-training of Masked Language Model via Concept-based Curriculum MaskingCode1
CDLM: Cross-Document Language ModelingCode1
CodeArt: Better Code Models by Attention Regularization When Symbols Are LackingCode1
Data Efficient Masked Language Modeling for Vision and LanguageCode1
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional TransformersCode1
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation ExtractionCode1
EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse GateCode1
Diffusion Sequence Models for Enhanced Protein Representation and GenerationCode1
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation LearningCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt VerbalizerCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
AutoScale: Scale-Aware Data Mixing for Pre-Training LLMsCode1
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