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Language Modeling

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TitleStatusHype
Empowering Language Models with Knowledge Graph Reasoning for Question Answering—0
Grafting Pre-trained Models for Multimodal Headline Generation—0
ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering—0
Controllable Citation Sentence Generation with Language ModelsCode0
Towards a Mathematics Formalisation Assistant using Large Language Models—0
Replacing Language Model for Style TransferCode0
Textual Data Augmentation for Patient Outcomes Prediction—0
Xu at SemEval-2022 Task 4: Pre-BERT Neural Network Methods vs Post-BERT RoBERTa Approach for Patronizing and Condescending Language DetectionCode0
Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission PredictionCode0
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning—0
DocuT5: Seq2seq SQL Generation with Table Documentation—0
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information—0
BERT in Plutarch's Shadows—0
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue—0
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model ControlCode0
The CRINGE Loss: Learning what language not to model—0
MSDT: Masked Language Model Scoring Defense in Text DomainCode0
Training self-supervised peptide sequence models on artificially chopped proteins—0
Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions—0
Improving Noisy Student Training on Non-target Domain Data for Automatic Speech Recognition—0
FF2: A Feature Fusion Two-Stream Framework for Punctuation Restoration—0
ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation—0
Adaptive Multi-Corpora Language Model Training for Speech Recognition—0
Active Learning with Tabular Language Models—0
Self-conditioned Embedding Diffusion for Text Generation—0
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic—0
Third-Party Aligner for Neural Word AlignmentsCode0
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency GapsCode0
Probing neural language models for understanding of words of estimative probability—0
Prompter: Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following—0
Complex Reading Comprehension Through Question Decomposition—0
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment AnalysisCode0
Learning Semantic Textual Similarity via Topic-informed Discrete Latent VariablesCode0
Noisy Channel for Automatic Text Simplification—0
Suffix Retrieval-Augmented Language ModelingCode0
Probing Statistical Representations For End-To-End ASR—0
Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device—0
Overcoming Barriers to Skill Injection in Language Modeling: Case Study in ArithmeticCode0
Towards Zero-Shot Code-Switched Speech Recognition—0
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model—0
Numerical Optimizations for Weighted Low-rank Estimation on Language Model—0
Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation—0
Generative Adversarial Training Can Improve Neural Language Models—0
A Quantitative Analysis of Comparison of Emoji Sentiment: Taiwan Mandarin Users and English Users—0
HanTrans: An Empirical Study on Cross-Era Transferability of Chinese Pre-trained Language ModelCode0
Improving Variational Autoencoders with Density Gap-based RegularizationCode0
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language InstructionsCode0
Language Model Based Chinese Handwriting Address Recognition—0
The future is different: Large pre-trained language models fail in prediction tasks—0
Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation—0
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