Semantic Parsing

Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024 Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024 Scope-enhanced Compositional Semantic Parsing for DRT EMNLP 2024 Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations EMNLP 2024 Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024 Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024 Active Learning for Multilingual Semantic Parser EACL 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023 AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ACL 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NeurIPS 2023 CAMRA: Copilot for AMR Annotation EMNLP 2023 Compositional Generalisation with Structured Reordering and Fertility Layers EACL 2023 Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023 Compositional Semantic Parsing with Large Language Models ICLR 2023 Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023 Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding ACL 2023 CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ACL 2023 Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP 2023 DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NeurIPS 2023 Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023 Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023 Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023 Evaluate AMR Graph Similarity via Self-supervised Learning ACL 2023