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Sequence Modeling

237 papers

Papers per year

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25
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Papers

Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021
Automatic Bilingual Markup Transfer EMNLP 2021
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP 2021
Hierarchical Character Tagger for Short Text Spelling Error Correction EMNLP 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting ICCV 2021
N-ary Constituent Tree Parsing with Recursive Semi-Markov Model IJCNLP 2021
Transliteration for Low-Resource Code-Switching Texts: Building an Automatic Cyrillic-to-Latin Converter for Tatar NAACL 2021
Fast and Flexible Temporal Point Processes with Triangular Maps NIPS 2020
Unfolding recurrence by Green’s functions for optimized reservoir computing NIPS 2020
System Identification with Time-Aware Neural Sequence Models AAAI 2020
Differentiable Algorithm for Marginalising Changepoints AAAI 2020
Temporal Pyramid Recurrent Neural Network AAAI 2020
Joint Parsing and Generation for Abstractive Summarization AAAI 2020
Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory AAAI 2020
A Study of Non-autoregressive Model for Sequence Generation ACL 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory ACL 2020
Dynamic Online Conversation Recommendation ACL 2020
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL 2020
PeTra: A Sparsely Supervised Memory Model for People Tracking ACL 2020
An Effective Transition-based Model for Discontinuous NER ACL 2020
Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages COLING 2020
Fast Word Predictor for On-Device Application COLING 2020
Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU EMNLP 2020
Scaling Hidden Markov Language Models EMNLP 2020
A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020