Language Modeling

ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification ACL 2019 Area Attention ICML 2019 A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models CoNLL 2019 Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation ACL 2019 Assessing Incrementality in Sequence-to-Sequence Models ACL 2019 A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019 A Tensorized Transformer for Language Modeling NeurIPS 2019 Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019 BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model NAACL 2019 Better Character Language Modeling through Morphology ACL 2019 BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019 Bootstrapping a Text Normalization System for an Inflected Language. Numbers as a Test Case Interspeech 2019 Can Unconditional Language Models Recover Arbitrary Sentences? NeurIPS 2019 Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019 Cell-aware Stacked LSTMs for Modeling Sentences ACML 2019 Character-Aware Sub-Word Level Language Modeling for Uyghur and Turkish ASR Interspeech 2019 Character Eyes: Seeing Language through Character-Level Taggers ACL 2019 Character-Level Language Modeling with Deeper Self-Attention AAAI 2019 Character n-Gram Embeddings to Improve RNN Language Models AAAI 2019 Cloze-driven Pretraining of Self-attention Networks EMNLP 2019 Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CoNLL 2019 Compositional De-Attention Networks NeurIPS 2019 Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements ACL 2019 Controlling Sequence-to-Sequence Models - A Demonstration on Neural-based Acrostic Generator EMNLP 2019 Countering Language Drift via Visual Grounding EMNLP 2019