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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

fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019
Deep Equilibrium Models NIPS 2019
Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms NIPS 2019
A Lightweight Recurrent Network for Sequence Modeling ACL 2019
Type Sequence Preserving Heterogeneous Information Network Embedding AAAI 2019
Learning to Adaptively Scale Recurrent Neural Networks AAAI 2019
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019
Long Short-Term Memory with Dynamic Skip Connections AAAI 2019
Non-Autoregressive Machine Translation with Auxiliary Regularization AAAI 2019
Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods NIPS 2019
A Variational Auto-Encoder Model for Stochastic Point Processes CVPR 2019
One-Class Adversarial Nets for Fraud Detection AAAI 2019
Generating Chinese Ci with Designated Metrical Structure AAAI 2019
Learning and Inference in Hilbert Space with Quantum Graphical Models NIPS 2018
Self-Bounded Prediction Suffix Tree via Approximate String Matching ICML 2018
Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning ACL 2018
Detecting Depression with Audio/Text Sequence Modeling of Interviews INTERSPEECH 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling IJCAI 2018
Learning Compact Recurrent Neural Networks With Block-Term Tensor Decomposition CVPR 2018
Show Me a Story: Towards Coherent Neural Story Illustration CVPR 2018
End-to-End Dense Video Captioning With Masked Transformer CVPR 2018
User-centric Evaluation of Automatic Punctuation in ASR Closed Captioning INTERSPEECH 2018
The Context-Dependent Additive Recurrent Neural Net NAACL 2018