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Sequence Modeling

250 directly classified papers

Papers per year

Papers

AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate EMNLP 2021
Automatic Bilingual Markup Transfer EMNLP 2021
Segmenting Natural Language Sentences via Lexical Unit Analysis EMNLP 2021
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021
Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021
Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling EMNLP 2021
Conditional Poisson Stochastic Beams EMNLP 2021
Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs NIPS 2021
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers EMNLP 2021
Multilingual Sequence Labeling Approach to solve Lexical Normalization EMNLP 2021
Hierarchical Character Tagger for Short Text Spelling Error Correction EMNLP 2021
Engage the Public: Poll Question Generation for Social Media Posts ACL 2021
AggGen: Ordering and Aggregating while Generating ACL 2021
Towards Table-to-Text Generation with Numerical Reasoning ACL 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021
A Conditional Splitting Framework for Efficient Constituency Parsing ACL 2021
Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction ACL 2021
Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ACL 2021
A Text Editing Approach to Joint Japanese Word Segmentation, POS Tagging, and Lexical Normalization EMNLP 2021
A Bottom-Up DAG Structure Extraction Model for Math Word Problems AAAI 2021
Dynamic Memory based Attention Network for Sequential Recommendation AAAI 2021
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021
Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation ACL 2020
Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing ACL 2020