Language Modeling

UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 UNBNLP at SemEval-2019 Task 5 and 6: Using Language Models to Detect Hate Speech and Offensive Language SemEval 2019 Unsupervised Learning of PCFGs with Normalizing Flow ACL 2019 Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models CoNLL 2019 Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019 Visualizing and Measuring the Geometry of BERT NeurIPS 2019 What Kind of Language Is Hard to Language-Model? ACL 2019 Who Needs Words? Lexicon-Free Speech Recognition Interspeech 2019 WikiCREM: A Large Unsupervised Corpus for Coreference Resolution EMNLP 2019 Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ACL 2019 XLNet: Generalized Autoregressive Pretraining for Language Understanding NeurIPS 2019 A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018 Active Memory Networks for Language Modeling Interspeech 2018 A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018 A Melody-Conditioned Lyrics Language Model NAACL 2018 Are All Languages Equally Hard to Language-Model? NAACL 2018 Batch IS NOT Heavy: Learning Word Representations From All Samples ACL 2018 Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018 Binarized LSTM Language Model NAACL 2018 Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ICLR 2018 Building Language Models for Text with Named Entities ACL 2018 Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018 Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks Interspeech 2018 Code Completion with Neural Attention and Pointer Networks IJCAI 2018 Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018