Language Modeling

hULMonA: The Universal Language Model in Arabic ACL 2019 Identification of Adjective-Noun Neologisms using Pretrained Language Models ACL 2019 Implicit Deep Latent Variable Models for Text Generation EMNLP 2019 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019 Improved Language Modeling by Decoding the Past ACL 2019 Improving Code-Switched Language Modeling Performance Using Cognate Features Interspeech 2019 Improving Conversation-Context Language Models with Multiple Spoken Language Understanding Models Interspeech 2019 Improving Neural Language Modeling via Adversarial Training ICML 2019 Improving Neural Language Models by Segmenting, Attending, and Predicting the Future ACL 2019 Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks ACL 2019 Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring ACL 2019 Interpolated Spectral NGram Language Models ACL 2019 Invariance and identifiability issues for word embeddings NeurIPS 2019 Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP 2019 JHU System Description for the MADAR Arabic Dialect Identification Shared Task ACL 2019 Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019 Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition NAACL 2019 KnowSemLM: A Knowledge Infused Semantic Language Model CoNLL 2019 Language Modeling with Deep Transformers Interspeech 2019 Language Modeling with Shared Grammar ACL 2019 Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation ACL 2019 Large-Scale Transfer Learning for Natural Language Generation ACL 2019 Latent Structure Models for Natural Language Processing ACL 2019 Like a Baby: Visually Situated Neural Language Acquisition ACL 2019 Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling Interspeech 2019