Sequence Modeling

Joint Approach to Deromanization of Code-mixed Texts NAACL 2019 Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NeurIPS 2019 Learning to Adaptively Scale Recurrent Neural Networks AAAI 2019 Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies ACL 2019 NAOMI: Non-Autoregressive Multiresolution Sequence Imputation NeurIPS 2019 Neural Generative Rhetorical Structure Parsing EMNLP 2019 Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks AAAI 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019 Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms NeurIPS 2019 Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP 2019 Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A Case for Low-Resource Languages ACL 2019 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019 Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019 Uncertainty on Asynchronous Time Event Prediction NeurIPS 2019 Understanding Persuasion Cascades in Online Product Rating Systems AAAI 2019 A Multi-Context Character Prediction Model for a Brain-Computer Interface NAACL 2018 A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018 Context-Aware Neural Model for Temporal Information Extraction ACL 2018 Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism ACL 2018 From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018 Global Encoding for Abstractive Summarization ACL 2018 Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ACL 2018 N-ary Relation Extraction using Graph-State LSTM EMNLP 2018 Neural Transition Based Parsing of Web Queries: An Entity Based Approach EMNLP 2018 On Learning Markov Chains NeurIPS 2018