Language Modeling

Neural Models for Documents with Metadata ACL 2018 Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018 Neural Syntactic Generative Models with Exact Marginalization NAACL 2018 Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 On-Device Neural Language Model Based Word Prediction COLING 2018 On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018 Personalized Language Model for Query Auto-Completion ACL 2018 Personalized neural language models for real-world query auto completion NAACL 2018 Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018 Pyramidal Recurrent Unit for Language Modeling EMNLP 2018 Quantum-Inspired Complex Word Embedding ACL 2018 Rational Recurrences EMNLP 2018 Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition Interspeech 2018 Reproducing and Regularizing the SCRN Model COLING 2018 Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality ACL 2018 Rethinking the Agreement in Human Evaluation Tasks COLING 2018 Reusing Weights in Subword-Aware Neural Language Models NAACL 2018 Revisiting the Hierarchical Multiscale LSTM COLING 2018 RNN Simulations of Grammaticality Judgments on Long-distance Dependencies COLING 2018 Sampling Informative Training Data for RNN Language Models ACL 2018 Self-Normalization Properties of Language Modeling COLING 2018 Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CoNLL 2018 Sentence-State LSTM for Text Representation ACL 2018 Session-level Language Modeling for Conversational Speech EMNLP 2018