Language Modeling

Sentence-Level Content Planning and Style Specification for Neural Text Generation EMNLP 2019 Serial Recall Effects in Neural Language Modeling NAACL 2019 Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines NAACL 2019 Similar Minds Post Alike: Assessment of Suicide Risk Using a Hybrid Model NAACL 2019 Simple and Effective Noisy Channel Modeling for Neural Machine Translation EMNLP 2019 Simple Construction of Mixed-Language Texts for Vocabulary Learning ACL 2019 Specializing Distributional Vectors of All Words for Lexical Entailment ACL 2019 Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model AAAI 2019 Stochastic Tokenization with a Language Model for Neural Text Classification ACL 2019 Subword Language Model for Query Auto-Completion EMNLP 2019 Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search Interspeech 2019 Surface Realization Shared Task 2019 (MSR19): The Team 6 Approach EMNLP 2019 Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL 2019 The Althingi ASR System Interspeech 2019 The CUED’s Grammatical Error Correction Systems for BEA-2019 ACL 2019 TILM: Neural Language Models with Evolving Topical Influence CoNLL 2019 Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change ACL 2019 Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019 Towards Zero-shot Language Modeling EMNLP 2019 Training Hybrid Language Models by Marginalizing over Segmentations ACL 2019 Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019 Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019 Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP 2019 Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ACL 2019 Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019