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Language Modeling

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TitleStatusHype
Long-Short Transformer: Efficient Transformers for Language and VisionCode1
Robust End-to-End Offline Chinese Handwriting Text Page Spotter with Text KernelCode1
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language ModelingCode1
XLM-E: Cross-lingual Language Model Pre-training via ELECTRACode1
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin InformationCode1
Stabilizing Equilibrium Models by Jacobian RegularizationCode1
R-Drop: Regularized Dropout for Neural NetworksCode1
SymbolicGPT: A Generative Transformer Model for Symbolic RegressionCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
Distributed Deep Learning in Open CollaborationsCode1
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsCode1
SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge GraphsCode1
Golos: Russian Dataset for Speech ResearchCode1
Scene Transformer: A unified architecture for predicting multiple agent trajectoriesCode1
Direction is what you need: Improving Word Embedding Compression in Large Language ModelsCode1
Incorporating External POS Tagger for Punctuation RestorationCode1
BioELECTRA:Pretrained Biomedical text Encoder using DiscriminatorsCode1
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word AlignmentCode1
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language ModelsCode1
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksCode1
Staircase Attention for Recurrent Processing of SequencesCode1
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language ModelCode1
Top-KAST: Top-K Always Sparse TrainingCode1
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product OperatorsCode1
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation UnderstandingCode1
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and AttributionCode1
Provably Secure Generative Linguistic SteganographyCode1
Luna: Linear Unified Nested AttentionCode1
Template-Based Named Entity Recognition Using BARTCode1
A Generalizable Approach to Learning OptimizersCode1
Decision Transformer: Reinforcement Learning via Sequence ModelingCode1
MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics EducationCode1
Attention-based Contextual Language Model Adaptation for Speech RecognitionCode1
Differential Privacy for Text Analytics via Natural Text SanitizationCode1
Counterfactual Data Augmentation for Neural Machine TranslationCode1
Dialogue-oriented Pre-trainingCode1
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout GroupsCode1
Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest ImagesCode1
Cascaded Head-colliding AttentionCode1
Effective Batching for Recurrent Neural Network GrammarsCode1
NeuralLog: Natural Language Inference with Joint Neural and Logical ReasoningCode1
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language ModelCode1
ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learningCode1
TreeBERT: A Tree-Based Pre-Trained Model for Programming LanguageCode1
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Knowledge Enhanced Masked Language Model for Stance DetectionCode1
Personalized Transformer for Explainable RecommendationCode1
Prevent the Language Model from being Overconfident in Neural Machine TranslationCode1
Neural Language Models for Nineteenth-Century EnglishCode1
FedScale: Benchmarking Model and System Performance of Federated Learning at ScaleCode1
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