Language Modeling

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018 Colorless Green Recurrent Networks Dream Hierarchically NAACL 2018 Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication ACL 2018 Conditional Generators of Words Definitions ACL 2018 Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018 Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018 Contextualized Word Representations for Reading Comprehension NAACL 2018 Contextual Language Model Adaptation for Conversational Agents Interspeech 2018 Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018 Deep Contextualized Word Representations NAACL 2018 Deep Generative Model for Joint Alignment and Word Representation NAACL 2018 Deep-speare: A joint neural model of poetic language, meter and rhyme ACL 2018 Diachronic degradation of language models: Insights from social media ACL 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Disambiguated skip-gram model EMNLP 2018 Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Dual Language Models for Code Switched Speech Recognition Interspeech 2018 Dynamic Evaluation of Neural Sequence Models ICML 2018 Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018 Entity-Aware Language Model as an Unsupervised Reranker Interspeech 2018 Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018 Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018 Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting NAACL 2018 Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models NAACL 2018