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Sequence Modeling

256 papers

Papers per year

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40
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Papers

Empirical Analysis of Decoding Biases in Masked Diffusion Models ACL 2026
GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding ACL 2026
Amadeus: Autoregressive Model with Bidirectional Attribute Modelling for Symbolic Music ACL 2026
A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting ACL 2026
UnEBOLT: A Unified Model for EEG-to-BOLD Translation and Functional Connectivity Reconstruction MIDL 2026
RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025
Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025
Rubic2: Ensemble Model for Russian Lemmatization ACL 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025
Sequence models for continuous cell cycle stage prediction from brightfield images MIDL 2025
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NIPS 2024
Neural Persistence Dynamics NIPS 2024
Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation NIPS 2024
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations NIPS 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech ACL 2024
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ACL 2024
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024
SMR: State Memory Replay for Long Sequence Modeling ACL 2024
Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024
Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ACL 2024