Language Modeling

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017 A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017 Attentive Language Models IJCNLP 2017 Broad Context Language Modeling as Reading Comprehension EACL 2017 Character-Word LSTM Language Models EACL 2017 Comparing Character-level Neural Language Models Using a Lexical Decision Task EACL 2017 Compressed Nonparametric Language Modelling IJCAI 2017 Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis EACL 2017 Continuous multilinguality with language vectors EACL 2017 Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017 Cross-Lingual Word Embeddings for Low-Resource Language Modeling EACL 2017 Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora EACL 2017 Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017 Dataset for a Neural Natural Language Interface for Databases (NNLIDB) IJCNLP 2017 Decoding with Finite-State Transducers on GPUs EACL 2017 Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA JMLR 2017 Detecting annotation noise in automatically labelled data ACL 2017 Duluth at SemEval-2017 Task 6: Language Models in Humor Detection SemEval 2017 Dynamic Entity Representations in Neural Language Models EMNLP 2017 Efficient softmax approximation for GPUs ICML 2017 Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation EACL 2017 Exploration of Tree-based Hierarchical Softmax for Recurrent Language Models IJCAI 2017 Exploring the Syntactic Abilities of RNNs with Multi-task Learning CoNLL 2017