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semantic parsing

955 papers

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Also known as

SEMQL SP

Co-occurring keywords

question answering (2904) large language model (12755) abstract meaning representation (186) neural network (6616) meaning representation (98) compositional generalization (201) logical form (75) knowledge graph (1795) zero-shot learning (3637) natural language understanding (845)

Papers

Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing ACL 2023
World Models for Math Story Problems ACL 2023
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation ACL 2023
Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers ACL 2023
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NIPS 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NIPS 2023
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction ACL 2023
On the Effects of Structural Modeling for Neural Semantic Parsing CONLL 2023
Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks EMNLP 2023
mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023
On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation EMNLP 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023
Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023
LEAF: Linguistically Enhanced Event Temporal Relation Framework EMNLP 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding INTERSPEECH 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing ACL 2023
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering ACL 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures ACL 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets ACL 2023