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Papers
Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA
ICLR 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data
SemEval 2025
Where, What, Why: Towards Explainable Driver Attention Prediction
ICCV 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
EMNLP 2025
Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision
COLING 2024
A Concept Based Approach for Translation of Medical Dialogues into Pictographs
COLING 2024
A Corpus of German Abstract Meaning Representation (DeAMR)
COLING 2024
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser
NAACL 2024
Align and Augment: Generative Data Augmentation for Compositional Generalization
EACL 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
NeurIPS 2024
AMREx: AMR for Explainable Fact Verification
EMNLP 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning
EACL 2024
A Survey of AMR Applications
EMNLP 2024
A Typology of Errors for User Utterances in Chatbots
COLING 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering
EMNLP 2024
Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach
ACL 2024
BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra
ACL 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain
NAACL 2024
Bootstrapping UMR Annotations for Arapaho from Language Documentation Resources
COLING 2024
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation
ACL 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
ACL 2024
Code-Style In-Context Learning for Knowledge-Based Question Answering
AAAI 2024
Compositional Generalization with Grounded Language Models
ACL 2024
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing
EMNLP 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
AAAI 2024