Sequence Modeling

Implicit Sense-labeled Connective Recognition as Text Generation EMNLP 2023 MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023 Non-autoregressive Streaming Transformer for Simultaneous Translation EMNLP 2023 ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023 RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans EACL 2023 Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023 SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting NeurIPS 2023 Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023 VC-T: Streaming Voice Conversion Based on Neural Transducer Interspeech 2023 XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information NeurIPS 2023 A Corpus and Evaluation for Predicting Semi-Structured Human Annotations EMNLP 2022 A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022 Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs EMNLP 2022 A New Framework for Fast Automated Phonological Reconstruction Using Trimmed Alignments and Sound Correspondence Patterns ACL 2022 Bootstrapped Transformer for Offline Reinforcement Learning NeurIPS 2022 Diagonal State Spaces are as Effective as Structured State Spaces NeurIPS 2022 Event-Aware Multimodal Mobility Nowcasting AAAI 2022 Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022 Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains NeurIPS 2022 GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks NeurIPS 2022 Gulf Arabic Diacritization: Guidelines, Initial Dataset, and Results EMNLP 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022 Hierarchical Phrase-Based Sequence-to-Sequence Learning EMNLP 2022 HYPHEN: Hyperbolic Hawkes Attention For Text Streams ACL 2022 Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL 2022