conftrace_

structured datum

89 papers

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Co-occurring keywords

large language model (13587) information extraction (1090) question answering (2963) knowledge graph (1837) text generation (2913) knowledge base (804) data-to-text generation (90) table question answering (121) kernel methods (1097) graph neural network (3962)

Papers

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