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Sequence Modeling

123 directly classified papers

Papers per year

Papers

DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study EMNLP 2025
Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025
Neural Variable-Order Fractional Differential Equation Networks AAAI 2025
Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025
Auto-Regressive Moving Diffusion Models for Time Series Forecasting AAAI 2025
SNAP: Semantic Stories for Next Activity Prediction AAAI 2025
On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages AAAI 2025
Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes NIPS 2024
Gated Inference Network: Inference and Learning State-Space Models NIPS 2024
Identifying Spatio-Temporal Drivers of Extreme Events NIPS 2024
Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting NIPS 2024
Discovering Sequential Patterns with Predictable Inter-event Delays AAAI 2024
Non-Autoregressive Machine Translation as Constrained HMM ACL 2024
InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem EMNLP 2024
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023
Conjunct Resolution in the Face of Verbal Omissions ACL 2023
Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study EMNLP 2023
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023
MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023
Automatic Integration for Spatiotemporal Neural Point Processes NIPS 2023
RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans EACL 2023