Semantic Parsing

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing EMNLP 2022 Zero-Shot Cross-lingual Semantic Parsing ACL 2022 A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing EMNLP 2021 A Globally Normalized Neural Model for Semantic Parsing ACL 2021 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing EMNLP 2021 Automatic Entity State Annotation using the VerbNet Semantic Parser EMNLP 2021 Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021 Comparing Span Extraction Methods for Semantic Role Labeling ACL 2021 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021 Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention NAACL 2021 Compositional Generalization via Semantic Tagging EMNLP 2021 Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021 Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ACL 2021 DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants Interspeech 2021 El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing EACL 2021 Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021 End-to-End AMR Coreference Resolution ACL 2021 Enforcing Consistency in Weakly Supervised Semantic Parsing ACL 2021 Few-Shot Semantic Parsing for New Predicates EACL 2021 Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021 Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021 Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021 Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021