Language Modeling

LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories ACL 2019 MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019 Measuring Immediate Adaptation Performance for Neural Machine Translation NAACL 2019 Measuring the Value of Linguistics: A Case Study from St. Lawrence Island Yupik ACL 2019 Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019 Mixtape: Breaking the Softmax Bottleneck Efficiently NeurIPS 2019 MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model EMNLP 2019 Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue EMNLP 2019 Natural Language Generation for Effective Knowledge Distillation EMNLP 2019 Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language ACL 2019 Noisy Channel for Low Resource Grammatical Error Correction ACL 2019 Ouroboros: On Accelerating Training of Transformer-Based Language Models NeurIPS 2019 PaLM: A Hybrid Parser and Language Model EMNLP 2019 Panlingua-KMI MT System for Similar Language Translation Task at WMT 2019 ACL 2019 Parallelizable Stack Long Short-Term Memory NAACL 2019 Predicting Concrete and Abstract Entities in Modern Poetry AAAI 2019 Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019 Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019 Putting Words in Context: LSTM Language Models and Lexical Ambiguity ACL 2019 Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019 Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study EMNLP 2019 Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? Interspeech 2019 Robust Navigation with Language Pretraining and Stochastic Sampling EMNLP 2019 Scalable Multi Corpora Neural Language Models for ASR Interspeech 2019 Scalable Syntax-Aware Language Models Using Knowledge Distillation ACL 2019