Browse studies, page 368
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- Scaling Responsible Medical Text Retrieval Across Silos: Evaluating Small Language Models with Retrieval-Augmented Generation Studies in health technology and informatics, 2026
- RankLLM: A Python Package for Reranking with LLMs Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- Machine Generated Explanations and Their Evaluation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
- Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation Knowledge Discovery and Data Mining, 2024
- A Persona-based Automated Evaluation Framework for Intelligent AI Teaching Assistants International Conference on Advances in Information Technology, 2026
- Design and Multi-level Evaluation of MAP-X: a Medically Aligned, Patient-Centered AI Explanation System International Conference on Human Factors in Computing Systems, 2026
- A Three-Stage LLM Evaluation Framework for RAG Systems in Power Marketing Scenarios Proceedings of the 2026 3rd International Conference on Machine Learning, Natural Language Processing and Modeling, 2026
- Search Arena Meets Nuggets: Towards Explanations and Diagnostics in the Evaluation of LLM Responses International Conference on the Theory of Information Retrieval, 2026
- Research on Smart Student Affairs Platform in Vocational Colleges via LoRA Fine-Tuning and Knowledge Base Augmentation: Architecture, Implementation, and Evaluation Proceedings of the 2026 6th International Conference on Internet of Things and Machine Learning, 2026
- An Evaluation Study of Generative AI Systems: Framework-Aware Performance Under Real-World Constraints International Conference on Performance Engineering, 2026
- Measuring the Security of LLM Applications: A Taxonomy and Empirical Evaluation of Attacks and Defense Tools IWSPA@CODASPY, 2026
- Do Large Multimodal Models Understand Construction Drawings? An Evaluation of Visually Grounded Workflows International Conference on Systems for Energy-Efficient Built Environments, 2026
- Resources for Automated Evaluation of Assistive RAG Systems that Help Readers with News Trustworthiness Assessment Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- Empirical Evaluation of PDF Parsing and Chunking for Financial Question Answering with RAG SEIP@ICSE, 2026
- Interdisciplinary Knowledge Graph-Driven STEM Teacher Assistant Agent: Model Construction and Evaluation Proceedings of the 2025 International Conference on AI-enabled Education, 2025
- Hierarchical and Stepwise Evaluation of Engineering Project Documents Using Large Language Model Technology Proceedings of the 2025 International Conference on Digital Transformation and Management, 2025
- From Code to Execution: Multi-Agent GraphRAG for Automated Artifact Generation EuroMLSys@EuroSys, 2026
- Probing with Precision: Probing Question Generation for Architectural Information Elicitation 2024 IEEE/ACM Workshop on Multi-disciplinary, Open, and RElevant Requirements Engineering (MO2RE), 2024
- GeoAI for Driving Risk Assessment via Vision-Language Models: A Knowledge Guided RAG System and Dual Evaluation GeoAI@SIGSPATIAL, 2025
- LiveRAG: A Diverse Q&A Dataset with Varying Difficulty Level for RAG Evaluation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- Metadata-aware RAG for Enforcing Access Control and Metadata-based Filtering: Proof of Concept and Evaluation Research in Adaptive and Convergent Systems, 2025
- LLM4Eval: Large Language Model for Evaluation in IR Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
- Pencils Down! Automatic Rubric-based Evaluation of Retrieve/Generate Systems International Conference on the Theory of Information Retrieval, 2024
- The Viability of Crowdsourcing for RAG Evaluation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- SynthIR: The First Workshop on Synthetic Content in Information Retrieval Ecosystems Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- Evaluating Embedding Models and Preprocessing for Retrieval of MDE Elements in RAG Systems Proceedings of the ACM/IEEE 29th International Conference on Model Driven Engineering Languages and Systems, 2026
- ChatASD: A Dialogue Framework for LLMs Enhanced by Autism Knowledge Graph Retrieval ACM International Conference on Bioinformatics, Computational Biology and Biomedicine, 2024
- ParaCoder: Parallel Code Generation with Large Language Model FCPC@PPOPP, 2025
- Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage International Conference on the Theory of Information Retrieval, 2026
- Preventing Content Leakage in LLM-Based Medical RAG: Structure-Only Retrieval for Faithful Clinical Summarization International Conference on the Theory of Information Retrieval, 2026
- NuggetIndex: Governed Atomic Retrieval for Maintainable RAG Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- SimIIR 3: A Framework for the Simulation of Interactive and Conversational Information Retrieval SIGIR-AP, 2024
- A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- Artificial Intelligence for Quantitative Finance: A RAG-Augmented Multi-Agent Framework for Robust Equity Strategy Discovery International Conference on Computer Science and Artificial Intelligence, 2025
- The 1st International Workshop on Retrieval-driven Generative AI & ScienceON AI Challenge: RDGENAI 2025 International Conference on Information and Knowledge Management, 2025
- Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures Proceedings of the 2nd ACM Workshop in AI-powered Question & Answering Systems, 2025
- Applied Domain Adaptation of LLM-based Document Embeddings for Engineering Knowledge Retrieval Proceedings of the Intelligent Robotics FAIR 2025, 2025
- Automated MCQA Benchmarking at Scale: Evaluating Reasoning Traces as Retrieval Sources for Domain Adaptation of Small Language Models SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025
- When Retrieval Hurts: A Critical Analysis of RAG in Medical Question Answering Proceedings of the 2025 3rd International Conference on Artificial Intelligence, Systems and Network Security, 2025
- ChatEED: An agentic retrieval assistant for accelerator operators SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025
- GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Conference on Computer and Communications Security, 2024
- The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- RerankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback International Conference on Information and Knowledge Management, 2025
- Lost in OCR Translation? Vision-Based Approaches to Robust Document Retrieval ACM Symposium on Document Engineering, 2025
- JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- RAG vs. GraphRAG: A Systematic Evaluation and Key Insights Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, 2025
- The Second Workshop on Evaluation of Multimodal Generation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- DoGMaTiQ: Automated Generation of Question-and-Answer Nuggets for Report Evaluation International Conference on the Theory of Information Retrieval, 2026
- Automated Generation of Challenge Questions for Student Code Evaluation Using Abstract Syntax Tree Embeddings and RAG: An Exploratory Study Proceedings of the 2024 7th International Conference on Educational Technology Management, 2024
- Planning Before Retrieval: A Constrained Planner–Executor Framework for Reliable and Efficient KG-Augmented Reasoning Web Search and Data Mining, 2026
- LLM4Eval@WSDM 2025: Large Language Model for Evaluation in Information Retrieval Web Search and Data Mining, 2025
- Measuring the Fairness Gap Between Retrieval and Generation in RAG Systems using a Cognitive Complexity Framework Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- GraphSkill: Documentation-Guided Agentic Hierarchical Retrieval-Augmented Coding for Complex Graph Reasoning Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, 2026
- Un-trusting the Chat: Designing for Calibrated Trust in Retrieval-Augmented Conversations International Conference on Conversational User Interfaces, 2025
- MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph–Augmented Generation Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, 2026
- Auto-ARGUE: LLM-Based Report Generation Evaluation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- Construction of a Retrieval-Augmented LLM Agent for Health Education and a Multi-dimensional Evaluation Framework: A Comparative Study of Chinese Large Language Models Proceedings of the 2026 International Conference on Big Data and Informatization Education, 2026
- R-Debater: Retrieval-Augmented Debate Generation through Argumentative Memory Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems, 2025
- RAViG-Bench: A Benchmark for Retrieval-Augmented Visually-Rich Generation with Multi-Modal Automated Evaluation Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, 2026
- AgriMAS: Multi-Agent Collaborative Framework with Retrieval-Augmented Generation for Agricultural Product Marketing Content Generation Proceedings of the 2026 7th International Conference on Computer Information and Big Data Applications, 2026
- Numerical Hallucinations in Retrieval-Augmented Generation: Detection and Analysis Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- Fast and Faithful: Real-Time Verification for Long-Document Retrieval-Augmented Generation Systems Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- How Retrieval Augmented Generation Can Assist Secondary Computer Science Educators - Research Description Technical Symposium on Computer Science Education, 2026
- TRAM: A Tripartite Multi-Agent Framework with Retrieval-Augmented Generation for Multi-Emotional Comment Classification--TRAM for Toxic Content Classification Proceedings of the 2026 3rd International Conference on Digital Society and Artificial Intelligence, 2026
- RAG-Governor: Unified Governance for Trustworthy and Cost-Efficient Retrieval-Augmented Generation with SLO Guarantees Proceedings of the 2nd International Conference on Digital Management and Information Technology, 2026
- RAG Learner: An Interactive Tool for Teaching Retrieval-Augmented Generation Proceedings of the 2026 United Kingdom and Ireland Computing Education Research, 2026
- Effectiveness Evaluation of Retrieval-Augmented Generation and Chain-of-Thought Strategies for Large Language Model-Based News Classification Proceedings of the 2026 3rd International Conference on Digital Society and Artificial Intelligence, 2026
- Performance Evaluation of Query Fusion and Multi-Query in Retrieval-Augmented Generation Systems Proceedings of the 2026 3rd International Conference on Digital Society and Artificial Intelligence, 2026
- MCP Servers for Pyserini and RankLLM: Enabling Agentic Retrieval-Augmented Generation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026
- SilentRetrieval: Hijacking Retrieval-Augmented Generation via Semantically-Preserving Adversarial Data Poisoning Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, 2026
- Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models International Conference on AI-ML-Systems, 2024
- RAG-DIVE: A Dynamic Approach for Multi-Turn Dialogue Evaluation in Retrieval-Augmented Generation Proceedings of the IEEE/ACM 5th International Conference on AI Engineering - Software Engineering for AI, 2026
- Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data International Conference on Natural Language Processing and Information Retrieval, 2024
- WikiRAG: Revisiting Wikidata KGC Datasets with Community Updates and Retrieval-Augmented Generation Knowledge Discovery and Data Mining, 2025
- Building Conversational Agents for Stroke Rehabilitation: An Evaluation of Large Language Models and Retrieval Augmented Generation International Conference on Intelligent Virtual Agents, 2024
- Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains Fire, 2024
- Nugget-based Annotation Protocol and Tool For Evaluating Long-form Retrieval-Augmented Generation Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
- RLG-RAG: Guiding the Knowledge Retrieval and Evaluation in Retrieval-Augmented Generation Framework by Reasoning Logic The Web Conference, 2025
- Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation International Conference on the Theory of Information Retrieval, 2024
- FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering Knowledge Discovery and Data Mining, 2024
- RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News Articles The Web Conference, 2025
- Exploring Trust and Transparency in Retrieval-Augmented Generation for Domain Experts CHI Extended Abstracts, 2025
- Quantitative Evaluation of Using Large Language Models and Retrieval-Augmented Generation in Computer Science Education Technical Symposium on Computer Science Education, 2025
- mamabench and mamaretrieval: Benchmarks for Evaluating Medical Retrieval-Augmented Generation in Maternal, Neonatal, and Reproductive Health arXiv (Cornell University), 2026
- HerCare: Development and Formative Evaluation of a Dual-Source Retrieval-Augmented Generation Chatbot for Women’s Health (Preprint) 2025
- Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall arXiv (Cornell University), 2024
- MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables arXiv (Cornell University), 2025
- Evaluating Cultural Knowledge Processing in Large Language Models: A Cognitive Benchmarking Framework Integrating Retrieval-Augmented Generation arXiv (Cornell University), 2025
- Generative AI-Based Virtual Assistant using Retrieval-Augmented Generation: An evaluation study for bachelor projects arXiv (Cornell University), 2026
- An Industrial-Scale Retrieval-Augmented Generation Framework for Requirements Engineering: Empirical Evaluation with Automotive Manufacturing Data arXiv (Cornell University), 2026
- Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation arXiv (Cornell University), 2026
- Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models arXiv (Cornell University), 2024
- Why RAGs Hallucinate: Penalty-Aware Evaluation of Retrieval-Augmented Generation Systems with Knowledge-Gap Canaries arXiv (Cornell University), 2026
- Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baselines arXiv (Cornell University), 2024
- RAGCare-QA: A Benchmark Dataset for Evaluating Retrieval-Augmented Generation Pipelines in Theoretical Medical Knowledge medRxiv, 2025
- Evidence Coverage Evaluator: A Comprehensive Framework for Assessing Grounding Quality in Retrieval-Augmented Generation Systems 2026
- CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity arXiv (Cornell University), 2024
- Empirical Evaluation of Open-Source Large Language Models for Retrieval-Augmented Generation in ESG Domain arXiv (Cornell University), 2026
- A Human-Centric Evaluation of a Retrieval-Augmented Generation System for Explaining Quebec Insurance Contracts arXiv (Cornell University), 2026
