retrieval-augmented generation

Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025 Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025 TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data SemEval 2025 TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain EMNLP 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025 TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SemEval 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025 TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025 TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025 TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation IJCNLP 2025 TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark ICLR 2025 The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora EMNLP 2025 The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025 The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025 The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025 The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA MLHC 2025 The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems EMNLP 2025 The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems ACL 2025