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sequence modeling

287 papers

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recurrent neural network (1790) transformer architecture (1555) attention mechanism (3975) state space model (387) neural network (6616) long short-term memory (748) representation learning (6174) language modeling (655) offline reinforcement learning (492) neural machine translation (2310)

Papers

Event-Location Tracking in Narratives: A Case Study on Holocaust Testimonies EMNLP 2023
Hierarchically Gated Recurrent Neural Network for Sequence Modeling NIPS 2023
PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones NIPS 2023
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting NIPS 2023
STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NIPS 2023
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue EMNLP 2023
Semi-Structured Object Sequence Encoders EMNLP 2023
BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking ACL 2023
Resurrecting Recurrent Neural Networks for Long Sequences ICML 2023
KDEformer: Accelerating Transformers via Kernel Density Estimation ICML 2023
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022
CT-SAT: Contextual Transformer for Sequential Audio Tagging INTERSPEECH 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
TTIC’s WMT-SLT 22 Sign Language Translation System EMNLP 2022
Leveraging Relaxed Equilibrium by Lazy Transition for Sequence Modeling ACL 2022
M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation INTERSPEECH 2022
Summary Markov Models for Event Sequences IJCAI 2022
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022
Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022
FlowHMM: Flow-based continuous hidden Markov models NIPS 2022
Diagonal State Spaces are as Effective as Structured State Spaces NIPS 2022
Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022
Weakly-Supervised Action Transition Learning for Stochastic Human Motion Prediction CVPR 2022
SimVP: Simpler Yet Better Video Prediction CVPR 2022