Sequence Modeling

Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework ICLR 2024 Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making ICLR 2024 DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States NeurIPS 2024 Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NeurIPS 2024 Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024 GE2PE: Persian End-to-End Grapheme-to-Phoneme Conversion EMNLP 2024 Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech ACL 2024 GRU-M: A Joint Impute and Learn Approach for Sequential Prediction under Missing Data ACML 2024 Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ACL 2024 Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024 Mastering Memory Tasks with World Models ICLR 2024 Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations NeurIPS 2024 Neural Lemmatization and POS-tagging models for Coptic, Demotic and Earlier Egyptian ACL 2024 Neural Persistence Dynamics NeurIPS 2024 Non-autoregressive Sequence-to-Sequence Vision-Language Models CVPR 2024 Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NeurIPS 2024 Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting ICLR 2024 Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ACL 2024 SMR: State Memory Replay for Long Sequence Modeling ACL 2024 Adaptive Policy with Wait-k Model for Simultaneous Translation EMNLP 2023 A Framework for Bidirectional Decoding: Case Study in Morphological Inflection EMNLP 2023 AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023 A Set Prediction Network For Extractive Summarization ACL 2023 Autoregressive Visual Tracking CVPR 2023