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Retrieval-augmented Generation

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TitleStatusHype
Advanced System Integration: Analyzing OpenAPI Chunking for Retrieval-Augmented Generation—0
RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation—0
Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems—0
SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation—0
Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis—0
Habit Coach: Customising RAG-based chatbots to support behavior change—0
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph—0
Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMsCode0
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation—0
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningCode1
Context Awareness Gate For Retrieval Augmented GenerationCode1
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report GenerationCode1
Human-Calibrated Automated Testing and Validation of Generative Language Models—0
Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challengeCode2
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ DocumentsCode0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation—0
mR^2AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA—0
KBAlign: Efficient Self Adaptation on Specific Knowledge BasesCode0
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework—0
G-RAG: Knowledge Expansion in Material ScienceCode1
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective—0
Efficient Aspect-Based Summarization of Climate Change Reports with Small Language ModelsCode0
FastRAG: Retrieval Augmented Generation for Semi-structured Data—0
Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data—0
Multimodal large language model for wheat breeding: a new exploration of smart breeding—0
Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU—0
AIDBench: A benchmark for evaluating the authorship identification capability of large language models—0
Video-RAG: Visually-aligned Retrieval-Augmented Long Video ComprehensionCode3
DMQR-RAG: Diverse Multi-Query Rewriting for RAG—0
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems—0
AI Legal Companion: Enhancing Access to Justice and Legal Literacy for the Public—0
StreetviewLLM: Extracting Geographic Information Using a Chain-of-Thought Multimodal Large Language Model—0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval—0
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model—0
Neon: News Entity-Interaction Extraction for Enhanced Question Answering—0
Molecule Generation with Fragment Retrieval Augmentation—0
AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data—0
On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation—0
INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection—0
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application AnalysisCode0
A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery—0
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific SynthesisCode0
Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer FrameworkCode1
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering—0
Adopting RAG for LLM-Aided Future Vehicle Design—0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data—0
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