knowledge retrieval

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation EMNLP 2025 Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025 F2 (FutureFiction): Detection of Fake News on Futuristic Technology NAACL 2025 FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models EMNLP 2025 Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025 From Confidence to Collapse in LLM Factual Robustness EMNLP 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025 HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025 IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection NAACL 2025 Intelligent Clinical Assistant for Personalized Responses and Clinical Summaries AAAI 2025 KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation ACL 2025 KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model EMNLP 2025 Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025 KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025 Language Models are Universal Embedders ACL 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025