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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

Phrase-Level Temporal Relationship Mining for Temporal Sentence Localization AAAI 2023
Active Learning for Multilingual Semantic Parser EACL 2023
Compute-Efficient Churn Reduction for Conversational Agents EMNLP 2023
ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation EMNLP 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base EMNLP 2023
Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering EMNLP 2023
Generating Data for Symbolic Language with Large Language Models EMNLP 2023
A Unified View of Evaluation Metrics for Structured Prediction EMNLP 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023
Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023
Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023
End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar ACL 2023
Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers ACL 2023
Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL 2023
DPF: Learning Dense Prediction Fields With Weak Supervision CVPR 2023
On the Effects of Structural Modeling for Neural Semantic Parsing CONLL 2023
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation ACL 2023
Interpreting Sentiment Composition with Latent Semantic Tree ACL 2023
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NIPS 2023