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sequence modeling

287 papers

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Co-occurring keywords

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

On the Computational Power of Transformers and Its Implications in Sequence Modeling CONLL 2020
Discovering Subsequence Patterns for Next POI Recommendation IJCAI 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory ACL 2020
Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions WACV 2020
Time-aware Large Kernel Convolutions ICML 2020
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network ICML 2020
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020
Scaling Hidden Markov Language Models EMNLP 2020
Stabilizing Transformers for Reinforcement Learning ICML 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention ICML 2020
Imputer: Sequence Modelling via Imputation and Dynamic Programming ICML 2020
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020
Meshed-Memory Transformer for Image Captioning CVPR 2020
Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines AAAI 2019
A recurrent Markov state-space generative model for sequences AISTATS 2019
Lattice Transformer for Speech Translation ACL 2019
Facebook FAIR’s WMT19 News Translation Task Submission ACL 2019
Non-Local Recurrent Neural Memory for Supervised Sequence Modeling ICCV 2019
Sequential Latent Spaces for Modeling the Intention During Diverse Image Captioning ICCV 2019
A Statistical Investigation of Long Memory in Language and Music ICML 2019
Iterative Alignment Network for Continuous Sign Language Recognition CVPR 2019
Learning to Film From Professional Human Motion Videos CVPR 2019
Harry Potter and the Action Prediction Challenge from Natural Language NAACL 2019
Re-examination of the Role of Latent Variables in Sequence Modeling NIPS 2019
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations. NIPS 2019