Language Models

What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019 XLNet: Generalized Autoregressive Pretraining for Language Understanding NeurIPS 2019 Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ICLR 2018 Closing Brackets with Recurrent Neural Networks EMNLP 2018 Deep contextualized word representations ICLR 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Diachronic degradation of language models: Insights from social media ACL 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Encoding Gated Translation Memory into Neural Machine Translation EMNLP 2018 GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NeurIPS 2018 Hierarchical Quantized Representations for Script Generation EMNLP 2018 Improving Abstraction in Text Summarization EMNLP 2018 Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data ACL 2018 Learning Neural Templates for Text Generation EMNLP 2018 Memory Architectures in Recurrent Neural Network Language Models ICLR 2018 Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NeurIPS 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018 Pyramidal Recurrent Unit for Language Modeling EMNLP 2018 Sequence-to-sequence Models for Cache Transition Systems ACL 2018 Token-level and sequence-level loss smoothing for RNN language models ACL 2018 Universal Sentence Encoder for English EMNLP 2018