structured data

EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks AAAI 2026 How Much Pretraining Does Structured Data Need? EACL 2026 Robust Watermarking on Gradient Boosting Decision Trees AAAI 2026 ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery ACL 2026 Self-Correction Distillation for Structured Data Question Answering AAAI 2026 WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles AAAI 2026 AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering SemEval 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models ACL 2025 Generating Tables from the Parametric Knowledge of Language Models NAACL 2025 GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025 Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025 How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025 Large Language Models are Good Relational Learners ACL 2025 LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries SemEval 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering SemEval 2025 SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 StrucText-Eval: Evaluating Large Language Model’s Reasoning Ability in Structure-Rich Text ACL 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 Structured Document Translation via Format Reinforcement Learning IJCNLP 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025