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Sequence Modeling

120 directly classified papers

Papers per year

Papers

Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023
Non-autoregressive Streaming Transformer for Simultaneous Translation EMNLP 2023
ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling NIPS 2023
Implicit Sense-labeled Connective Recognition as Text Generation EMNLP 2023
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information NIPS 2023
An Investigation of Noise in Morphological Inflection ACL 2023
Hierarchically Gated Recurrent Neural Network for Sequence Modeling NIPS 2023
Diagonal State Spaces are as Effective as Structured State Spaces NIPS 2022
Bootstrapped Transformer for Offline Reinforcement Learning NIPS 2022
Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022
Sequence-to-Set Generative Models NIPS 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022
HYPHEN: Hyperbolic Hawkes Attention For Text Streams ACL 2022
A Corpus and Evaluation for Predicting Semi-Structured Human Annotations EMNLP 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL 2022
Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation AAAI 2022
A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022
Learning When to Translate for Streaming Speech ACL 2022
Hierarchical Phrase-Based Sequence-to-Sequence Learning EMNLP 2022
Decision Transformer: Reinforcement Learning via Sequence Modeling NIPS 2021
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone AAAI 2021
DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NIPS 2021