Sequence Modeling

Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ICLR 2018 Coarse-to-Fine Decoding for Neural Semantic Parsing ACL 2018 Connectionist Temporal Classification with Maximum Entropy Regularization NeurIPS 2018 Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation EMNLP 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018 Imitation Learning for Neural Morphological String Transduction EMNLP 2018 Learning to Control the Specificity in Neural Response Generation ACL 2018 Multi-encoder Transformer Network for Automatic Post-Editing EMNLP 2018 Neural Ranking Models for Temporal Dependency Structure Parsing EMNLP 2018 Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP 2018 Parallelizing Linear Recurrent Neural Nets Over Sequence Length ICLR 2018 Recovering Missing Characters in Old Hawaiian Writing EMNLP 2018 Sanskrit Sandhi Splitting using seq2(seq)2 EMNLP 2018 SEARNN: Training RNNs with global-local losses ICLR 2018 Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL 2018 Sequence-to-Segment Networks for Segment Detection NeurIPS 2018 Split and Rephrase: Better Evaluation and Stronger Baselines ACL 2018 Towards Neural Phrase-based Machine Translation ICLR 2018 Twin Networks: Matching the Future for Sequence Generation ICLR 2018 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018 Adapting Sequence Models for Sentence Correction EMNLP 2017 A Hierarchical Approach for Generating Descriptive Image Paragraphs CVPR 2017 Computer Assisted Composition with Recurrent Neural Networks ACML 2017 Deep Representation Learning for Human Motion Prediction and Classification CVPR 2017