semantic parsing

Meaning Representations for Natural Languages: Design, Models and Applications COLING 2024 Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ACL 2024 Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024 Multimodal Contextualized Semantic Parsing from Speech ACL 2024 PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL EMNLP 2024 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024 Scope-enhanced Compositional Semantic Parsing for DRT EMNLP 2024 Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024 Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024 Soft Well-Formed Semantic Parsing with Score-Based Selection COLING 2024 SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024 Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations EMNLP 2024 SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ACL 2024 TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 The Relative Clauses AMR Parsers Hate Most COLING 2024 Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024 Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024 Word Sense Linking: Disambiguating Outside the Sandbox ACL 2024 XNLP: An Interactive Demonstration System for Universal Structured NLP ACL 2024 ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies COLING 2024 Zero and Few-shot Semantic Parsing with Ambiguous Inputs ICLR 2024 Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training EACL 2024 Active Learning for Multilingual Semantic Parser EACL 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023