Sequence Modeling

Learning When to Translate for Streaming Speech ACL 2022 Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022 Neural Face Identification in a 2D Wireframe Projection of a Manifold Object CVPR 2022 Online Neural Sequence Detection with Hierarchical Dirichlet Point Process NeurIPS 2022 Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022 Segmenting Numerical Substitution Ciphers EMNLP 2022 Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation AAAI 2022 Sequence-to-Set Generative Models NeurIPS 2022 Star Temporal Classification: Sequence Modeling with Partially Labeled Data NeurIPS 2022 Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022 A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP 2021 A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting AAAI 2021 Attentive Neural Point Processes for Event Forecasting AAAI 2021 Automatic Bilingual Markup Transfer EMNLP 2021 Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction ACL 2021 Decision Transformer: Reinforcement Learning via Sequence Modeling NeurIPS 2021 DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NeurIPS 2021 Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021 GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting AAAI 2021 Hierarchical Character Tagger for Short Text Spelling Error Correction EMNLP 2021 Interpretable Sequence Classification via Discrete Optimization AAAI 2021 i-Parser: Interactive Parser Development Kit for Natural Language Processing AAAI 2021 Memory-Gated Recurrent Networks AAAI 2021 Neural Bi-Lexicalized PCFG Induction ACL 2021 Ordinal Historical Dependence in Graphical Event Models with Tree Representations AAAI 2021