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language modeling

655 papers

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Also known as

NLM LM

Co-occurring keywords

language model (4573) text generation (2903) recurrent neural network (1790) large language model (12755) neural network (6616) transformer architecture (1555) representation learning (6174) attention mechanism (3975) machine translation (2472) automatic speech recognition (1764)

Papers

NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022
Predictive Text for Agglutinative and Polysynthetic Languages COLING 2022
Director: Generator-Classifiers For Supervised Language Modeling IJCNLP 2022
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings ACL 2022
Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics IJCNLP 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022
Adaptive Differential Privacy for Language Model Training ACL 2022
Fine-Grained Controllable Text Generation Using Non-Residual Prompting ACL 2022
Dataset Debt in Biomedical Language Modeling ACL 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022
Sparse Interventions in Language Models with Differentiable Masking EMNLP 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Conditional Language Models for Community-Level Linguistic Variation EMNLP 2022
MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation AACL 2022
Meta-Learning Fast Weight Language Models EMNLP 2022
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks EMNLP 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
TextBox 2.0: A Text Generation Library with Pre-trained Language Models EMNLP 2022
Challenging America: Modeling language in longer time scales NAACL 2022
Language Modelling via Learning to Rank AAAI 2022
Dependency-based Mixture Language Models ACL 2022
Improving Transformers with Probabilistic Attention Keys ICML 2022
Chess as a Testbed for Language Model State Tracking AAAI 2022
Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract) AAAI 2022