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Semantic Parsing

403 directly classified papers

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Papers

Counterfactual Explanations for Natural Language Interfaces ACL 2022
Making Transformers Solve Compositional Tasks ACL 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 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
Guided K-best Selection for Semantic Parsing Annotation ACL 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics EMNLP 2022
Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022
Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022
A Transition-based Method for Complex Question Understanding COLING 2022
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ACL 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022
Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021
Taxonomy Completion via Triplet Matching Network AAAI 2021
Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ACL 2021
Mapping probability word problems to executable representations EMNLP 2021
Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021
Few-Shot Semantic Parsing for New Predicates EACL 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants INTERSPEECH 2021
Comparing Span Extraction Methods for Semantic Role Labeling ACL 2021