knowledge retrieval

ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation ACL 2025 Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025 Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025 Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ACL 2025 cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree EMNLP 2025 CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation ACL 2025 ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems NAACL 2025 CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025 Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025 ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry ACL 2025 Conflict-Aware Soft Prompting for Retrieval-Augmented Generation EMNLP 2025 Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025 ConQuer: A Framework for Concept-Based Quiz Generation NAACL 2025 CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering NAACL 2025 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025 Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025 Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025 Disentangling Memory and Reasoning Ability in Large Language Models ACL 2025 Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms EMNLP 2025 Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts? ACL 2025 Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models ACL 2025