Semantic Parsing

GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing ICLR 2021 Input Representations for Parsing Discourse Representation Structures: Comparing English with Chinese ACL 2021 Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning ACL 2021 i-Parser: Interactive Parser Development Kit for Natural Language Processing AAAI 2021 Iterative Utterance Segmentation for Neural Semantic Parsing AAAI 2021 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021 KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021 Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing ICLR 2021 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021 Lexicon Learning for Few Shot Sequence Modeling ACL 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning EMNLP 2021 Mapping probability word problems to executable representations EMNLP 2021 Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021 Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021 PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models EMNLP 2021 Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments ACL 2021 RepGraph: Visualising and Analysing Meaning Representation Graphs EMNLP 2021 SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing ICLR 2021 Span-based Semantic Parsing for Compositional Generalization ACL 2021 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 SPRING Goes Online: End-to-End AMR Parsing and Generation EMNLP 2021 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021 Taxonomy Completion via Triplet Matching Network AAAI 2021 Testing Cross-Database Semantic Parsers With Canonical Utterances EMNLP 2021