Semantic Parsing

Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021 Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021 TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface ACL 2021 UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling EMNLP 2021 Value-Agnostic Conversational Semantic Parsing ACL 2021 Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021 Accurate polyglot semantic parsing with DAG grammars EMNLP 2020 A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation ACL 2020 AMR Parsing via Graph-Sequence Iterative Inference ACL 2020 AMR Parsing with Latent Structural Information ACL 2020 AMR Quality Rating with a Lightweight CNN AACL 2020 An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP 2020 A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese EMNLP 2020 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP 2020 Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP 2020 Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing EMNLP 2020 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT EMNLP 2020 COGS: A Compositional Generalization Challenge Based on Semantic Interpretation EMNLP 2020 ColloQL: Robust Text-to-SQL Over Search Queries EMNLP 2020 Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings EMNLP 2020 Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL 2020 Conversational Semantic Parsing EMNLP 2020 CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant ACL 2020