Semantic Parsing

Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue ACL 2022 On the Compositional Generalization Gap of In-Context Learning EMNLP 2022 On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022 PAUQ: Text-to-SQL in Russian EMNLP 2022 QASem Parsing: Text-to-text Modeling of QA-based Semantics EMNLP 2022 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL EMNLP 2022 Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022 RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022 Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022 Sequence-to-sequence AMR Parsing with Ancestor Information ACL 2022 STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022 Tackling Temporal Questions in Natural Language Interface to Databases EMNLP 2022 The Power of Prompt Tuning for Low-Resource Semantic Parsing ACL 2022 Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022 Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022 Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ACL 2022 Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing COLING 2022 Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations COLING 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 2022 Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022