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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

Luna: Linear Unified Nested Attention NIPS 2021
A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling INTERSPEECH 2021
SMYRF - Efficient Attention using Asymmetric Clustering NIPS 2020
Temporal Pyramid Recurrent Neural Network AAAI 2020
Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020
Keyframing the Future: Keyframe Discovery for Visual Prediction and Planning L4DC 2020
Russian-English Bidirectional Machine Translation System EMNLP 2020
Transition-based Parsing with Stack-Transformers EMNLP 2020
CUNI English-Czech and English-Polish Systems in WMT20: Robust Document-Level Training EMNLP 2020
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020
Bivariate Beta-LSTM AAAI 2020
Do Transformers Need Deep Long-Range Memory? ACL 2020
On the Computational Power of Transformers and Its Implications in Sequence Modeling EMNLP 2020
Location Attention for Extrapolation to Longer Sequences ACL 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020
Compact Autoregressive Network AAAI 2020
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation AAAI 2020
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation INTERSPEECH 2020
Linear Dynamical Systems as a Core Computational Primitive NIPS 2020
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior AAAI 2020
Speaker Diarization System Based on DPCA Algorithm for Fearless Steps Challenge Phase-2 INTERSPEECH 2020
Multi-Modal Fusion with Gating Using Audio, Lexical and Disfluency Features for Alzheimer’s Dementia Recognition from Spontaneous Speech INTERSPEECH 2020
Importance-Aware Learning for Neural Headline Editing AAAI 2020
Temporal Common Sense Acquisition with Minimal Supervision ACL 2020
Sentiment Forecasting in Dialog COLING 2020