Semantic Parsing

QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data NeurIPS 2023 Re-appraising the Schema Linking for Text-to-SQL ACL 2023 Searching for Better Database Queries in the Outputs of Semantic Parsers EACL 2023 Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023 Shifted PAUQ: Distribution shift in text-to-SQL EMNLP 2023 SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023 StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023 Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023 TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023 Text-to-SQL Error Correction with Language Models of Code ACL 2023 The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing ACL 2023 Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023 Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023 Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing AAAI 2023 Using Planning to Improve Semantic Parsing of Instructional Texts ACL 2023 WebDP: Understanding Discourse Structures in Semi-Structured Web Documents ACL 2023 World Models for Math Story Problems ACL 2023 XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023 “You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023 Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL COLING 2022 Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022 A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ACL 2022 A Transition-based Method for Complex Question Understanding COLING 2022 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022