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Language Modeling

2,579 papers

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Papers

Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018
Learning Neural Templates for Text Generation EMNLP 2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018
Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018
Direct Output Connection for a High-Rank Language Model EMNLP 2018
Pyramidal Recurrent Unit for Language Modeling EMNLP 2018
Language Modeling with Sparse Product of Sememe Experts EMNLP 2018
Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018
Grammar Induction with Neural Language Models: An Unusual Replication EMNLP 2018
Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018
Universal Sentence Encoder for English EMNLP 2018
State Gradients for RNN Memory Analysis EMNLP 2018
Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018
Sounds Wilde. Phonetically Extended Embeddings for Author-Stylized Poetry Generation EMNLP 2018
Improving Neural Language Models with Weight Norm Initialization and Regularization EMNLP 2018
Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018
Simple Fusion: Return of the Language Model EMNLP 2018
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018
Dynamic Evaluation of Neural Sequence Models ICML 2018
Code Completion with Neural Attention and Pointer Networks IJCAI 2018
Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018
From Feature to Paradigm: Deep Learning in Machine Translation (Extended Abstract) IJCAI 2018