structured knowledge

Enhancing Lexical Relation Mining with Structured Sememe Knowledge ACL 2026 Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations ACL 2026 ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs MLHC 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025 Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025 KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search ICML 2025 ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering ICCV 2025 SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs EMNLP 2025 SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025 StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization ICLR 2025 Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ICLR 2024 Debiasing Large Language Models with Structured Knowledge ACL 2024 Large Language Models for Scientific Information Extraction: An Empirical Study for Virology EACL 2024 Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models AAAI 2024 SKGSum: Structured Knowledge-Guided Document Summarization ACL 2024 Towards Human-like Learning from Relational Structured Data AAAI 2024 Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ACL 2023 Evaluating the Knowledge Base Completion Potential of GPT EMNLP 2023 K-VQG: Knowledge-Aware Visual Question Generation for Common-Sense Acquisition WACV 2023 Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023 COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ACL 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022