Semantic Parsing

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NeurIPS 2018 Multitask Parsing Across Semantic Representations ACL 2018 Natural Language Interface for Databases Using a Dual-Encoder Model COLING 2018 Natural Language to Structured Query Generation via Meta-Learning NAACL 2018 Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ACL 2018 Neural Ranking Models for Temporal Dependency Structure Parsing EMNLP 2018 Neural Semantic Parsing ACL 2018 Polyglot Semantic Parsing in APIs NAACL 2018 Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP 2018 Semantic Parsing for Task Oriented Dialog using Hierarchical Representations EMNLP 2018 Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018 Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data EMNLP 2018 Semantics as a Foreign Language EMNLP 2018 SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018 Sequence-to-sequence Models for Cache Transition Systems ACL 2018 Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task EMNLP 2018 StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018 Syntactic Scaffolds for Semantic Structures EMNLP 2018 Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts EMNLP 2018 Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018 Transition-Based Chinese AMR Parsing NAACL 2018 TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation EMNLP 2018 TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation NAACL 2018 Weakly-Supervised Neural Semantic Parsing with a Generative Ranker CoNLL 2018 Weakly Supervised Semantic Parsing with Abstract Examples ACL 2018