← Applications
Natural Language Processing › Applications ›

Semantic Parsing

403 directly classified papers

Papers per year

Papers

Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023
SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023
Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing ACL 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ACL 2023
Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations COLING 2022
Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing COLING 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022
Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL COLING 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
PAUQ: Text-to-SQL in Russian EMNLP 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing ACL 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering NAACL 2022
Sequence-to-sequence AMR Parsing with Ancestor Information ACL 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing ACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022