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Semantic Parsing

403 directly classified papers

Papers per year

Papers

AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ACL 2023
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation EACL 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023
LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ACL 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023
Active Learning for Multilingual Semantic Parser EACL 2023
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL 2023
MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL AAAI 2023
SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023
Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP 2023
Privacy-Preserving Domain Adaptation of Semantic Parsers ACL 2023
Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation ACL 2023
Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing ACL 2023
World Models for Math Story Problems ACL 2023
Compositional Generalisation with Structured Reordering and Fertility Layers EACL 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing ACL 2023
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023
Re-appraising the Schema Linking for Text-to-SQL ACL 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing AAAI 2023
LexSym: Compositionality as Lexical Symmetry ACL 2023