← Learning Types
Deep Learning › Learning Types ›

Sequence Modeling

250 directly classified papers

Papers per year

Papers

SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025
RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025
Rubic2: Ensemble Model for Russian Lemmatization ACL 2025
Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ACL 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
Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation NIPS 2024
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024
GE2PE: Persian End-to-End Grapheme-to-Phoneme Conversion EMNLP 2024
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations NIPS 2024
Neural Lemmatization and POS-tagging models for Coptic, Demotic and Earlier Egyptian ACL 2024
Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024
SMR: State Memory Replay for Long Sequence Modeling ACL 2024
Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ACL 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
Non-autoregressive Sequence-to-Sequence Vision-Language Models CVPR 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NIPS 2024
Neural Persistence Dynamics NIPS 2024
DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder ACL 2023
Incomplete Utterance Rewriting as Sequential Greedy Tagging ACL 2023
SEAG: Structure-Aware Event Causality Generation ACL 2023