Sequence Modeling

BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS ICLR 2023 Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora ACL 2023 ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length ICLR 2023 Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions ICLR 2023 Debiasing Generative Named Entity Recognition by Calibrating Sequence Likelihood ACL 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers ICLR 2023 Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths ICLR 2023 Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain ACML 2023 DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder ACL 2023 DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit EMNLP 2023 Dialect-to-Standard Normalization: A Large-Scale Multilingual Evaluation EMNLP 2023 End-to-End Argument Mining over Varying Rhetorical Structures ACL 2023 Generating Sequences by Learning to Self-Correct ICLR 2023 Hierarchical Text Classification as Sub-hierarchy Sequence Generation AAAI 2023 How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections ICLR 2023 Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023 Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling CVPR 2023 Incomplete Utterance Rewriting as Sequential Greedy Tagging ACL 2023 Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model ICLR 2023 Long Range Language Modeling via Gated State Spaces ICLR 2023 Mega: Moving Average Equipped Gated Attention ICLR 2023 MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels AAAI 2023 Neural Machine Translation for Mathematical Formulae ACL 2023 Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023 OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking ACL 2023