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Language Modeling

1624 directly classified papers

Papers per year

Papers

A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018
A Melody-Conditioned Lyrics Language Model NAACL 2018
Revisiting the Hierarchical Multiscale LSTM COLING 2018
Pyramidal Recurrent Unit for Language Modeling EMNLP 2018
RNN Simulations of Grammaticality Judgments on Long-distance Dependencies COLING 2018
Self-Normalization Properties of Language Modeling COLING 2018
Unified Pragmatic Models for Generating and Following Instructions NAACL 2018
Binarized LSTM Language Model NAACL 2018
Deep Contextualized Word Representations NAACL 2018
Are All Languages Equally Hard to Language-Model? NAACL 2018
Personalized neural language models for real-world query auto completion NAACL 2018
Language Model Based Grammatical Error Correction without Annotated Training Data NAACL 2018
Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models NAACL 2018
Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018
Learning with Noise-Contrastive Estimation: Easing training by learning to scale COLING 2018
Language Informed Modeling of Code-Switched Text ACL 2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018
Neural Syntactic Generative Models with Exact Marginalization NAACL 2018
Reproducing and Regularizing the SCRN Model COLING 2018
Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication ACL 2018
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data ACL 2018
On-Device Neural Language Model Based Word Prediction COLING 2018
Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories ACL 2018
Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks INTERSPEECH 2018