semantic parsing

Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024 DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024 Efficient AMR Parsing with CLAP: Compact Linearization with an Adaptable Parser COLING 2024 End-to-End Emotion Semantic Parsing ACL 2024 Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 2024 Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024 Evaluating Structural Generalization in Neural Machine Translation ACL 2024 Explicit Attribute Extraction in e-Commerce Search COLING 2024 Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks COLING 2024 GLAMR: Augmenting AMR with GL-VerbNet Event Structure COLING 2024 Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024 Handling Ontology Gaps in Semantic Parsing NAACL 2024 Hierarchy-Agnostic Unsupervised Segmentation: Parsing Semantic Image Structure NeurIPS 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024 Insights of a Usability Study for KBQA Interactive Semantic Parsing: Generation Yields Benefits over Templates but External Validity Remains Challenging COLING 2024 Integrating Headedness Information into an Auto-generated Multilingual CCGbank for Improved Semantic Interpretation COLING 2024 Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024 kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024 Learning Relational Decomposition of Queries for Question Answering from Tables ACL 2024 Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024 Leveraging Code to Improve In-Context Learning for Semantic Parsing NAACL 2024 MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024