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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

Predicting RNA Mutation Effects through Machine Learning of High-Throughput Ribozyme Experiments (Student Abstract) AAAI 2022
Point2Seq: Detecting 3D Objects As Sequences CVPR 2022
Learning the Physics of Particle Transport via Transformers AAAI 2022
Online Decision Transformer ICML 2022
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NIPS 2022
Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning ICML 2022
GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation INTERSPEECH 2022
Hierarchical Transformers Are More Efficient Language Models NAACL 2022
Offline Multi-Agent Reinforcement Learning with Knowledge Distillation NIPS 2022
The Importance of Future Information in Credit Card Fraud Detection AISTATS 2022
Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022
SimVP: Simpler Yet Better Video Prediction CVPR 2022
Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling IJCNLP 2022
TTIC’s WMT-SLT 22 Sign Language Translation System EMNLP 2022
Memformer: A Memory-Augmented Transformer for Sequence Modeling AACL 2022
Star Temporal Classification: Sequence Modeling with Partially Labeled Data NIPS 2022
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences NIPS 2022
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022
∞-former: Infinite Memory Transformer ACL 2022
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 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
Incorporating Circumstances into Narrative Event Prediction EMNLP 2021