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Semantic Parsing

403 directly classified papers

Papers per year

Papers

TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface ACL 2021
A Globally Normalized Neural Model for Semantic Parsing ACL 2021
Comparing Span Extraction Methods for Semantic Role Labeling ACL 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
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing EMNLP 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models EMNLP 2021
RepGraph: Visualising and Analysing Meaning Representation Graphs EMNLP 2021
SPRING Goes Online: End-to-End AMR Parsing and Generation EMNLP 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021
UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021
Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021
A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing EMNLP 2021
Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021
Automatic Entity State Annotation using the VerbNet Semantic Parser EMNLP 2021
The Importance of Category Labels in Grammar Induction with Child-directed Utterances ACL 2020
Learning Adaptive Language Interfaces through Decomposition EMNLP 2020
AMR Quality Rating with a Lightweight CNN AACL 2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation EMNLP 2020
Fast semantic parsing with well-typedness guarantees EMNLP 2020