Language Modeling

SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation NAACL 2018 Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context ACL 2018 Simple Fusion: Return of the Language Model EMNLP 2018 Sounds Wilde. Phonetically Extended Embeddings for Author-Stylized Poetry Generation EMNLP 2018 Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018 Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018 State Gradients for RNN Memory Analysis EMNLP 2018 Structured Word Embedding for Low Memory Neural Network Language Model Interspeech 2018 Targeted Syntactic Evaluation of Language Models EMNLP 2018 The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018 The Importance of Generation Order in Language Modeling EMNLP 2018 Token-level and sequence-level loss smoothing for RNN language models ACL 2018 TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation ACL 2018 Unified Pragmatic Models for Generating and Following Instructions NAACL 2018 Universal Sentence Encoder for English EMNLP 2018 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018 Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018 Using Morphological Knowledge in Open-Vocabulary Neural Language Models NAACL 2018 What to Expect from Expected Kneser-Ney Smoothing Interspeech 2018 Zero-shot Learning of Classifiers from Natural Language Quantification ACL 2018 A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models Interspeech 2017 Affect-LM: A Neural Language Model for Customizable Affective Text Generation ACL 2017 A Generative Parser with a Discriminative Recognition Algorithm ACL 2017 A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions EACL 2017 A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse IJCNLP 2017