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Semantic Parsing

403 directly classified papers

Papers per year

Papers

Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
On the Compositional Generalization Gap of In-Context Learning EMNLP 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
Visual Semantic Parsing: From Images to Abstract Meaning Representation EMNLP 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
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ACL 2022
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ACL 2022
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022
Guided K-best Selection for Semantic Parsing Annotation ACL 2022
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 2022
Making Transformers Solve Compositional Tasks ACL 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing ACL 2022
Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation ACL 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022
Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022
On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022