Language Modeling

Low-Resource Translation as Language Modeling EMNLP 2020 MPNet: Masked and Permuted Pre-training for Language Understanding NeurIPS 2020 Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding EMNLP 2020 Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models Interspeech 2020 Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework ACL 2020 Toward Better Storylines with Sentence-Level Language Models ACL 2020 Towards End-to-End In-Image Neural Machine Translation EMNLP 2020 Adaptive Input Representations for Neural Language Modeling ICLR 2019 Better Character Language Modeling through Morphology ACL 2019 BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP 2019 Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech EMNLP 2019 Character-Level Language Modeling with Deeper Self-Attention AAAI 2019 ELI5: Long Form Question Answering ACL 2019 Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training EMNLP 2019 Language Modeling with Shared Grammar ACL 2019 Multi-Task Learning with Language Modeling for Question Generation EMNLP 2019 Stochastic Tokenization with a Language Model for Neural Text Classification ACL 2019 Unified Language Model Pre-training for Natural Language Understanding and Generation NeurIPS 2019 What Kind of Language Is Hard to Language-Model? ACL 2019 A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018 A Neural Model of Adaptation in Reading EMNLP 2018 Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018 Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018 Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018 How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018