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Retrieval-augmented Generation

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TitleStatusHype
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers—0
Mapping Trustworthiness in Large Language Models: A Bibliometric Analysis Bridging Theory to Practice—0
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language ModelsCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
From Retrieval to Generation: Comparing Different Approaches—0
Long-Context Inference with Retrieval-Augmented Speculative DecodingCode1
OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language ModelsCode2
END: Early Noise Dropping for Efficient and Effective Context Denoising—0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search—0
Agent-centric Information Access—0
Talking like Piping and Instrumentation Diagrams (P&IDs)—0
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems—0
Automated Code Generation and Validation for Software Components of Microcontrollers—0
Kanana: Compute-efficient Bilingual Language Models—0
Leveraging Retrieval-Augmented Generation and Large Language Models to Predict SERCA-Binding Protein Fragments from Cardiac Proteomics Data—0
Efficient Federated Search for Retrieval-Augmented Generation—0
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering—0
Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining—0
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems—0
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation—0
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA—0
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning—0
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-ThoughtsCode2
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning AgentsCode4
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation—0
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented SearchersCode2
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based InferenceCode0
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning AttacksCode1
Evaluating the Effect of Retrieval Augmentation on Social Biases—0
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?—0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
Mitigating Bias in RAG: Controlling the EmbedderCode0
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented GenerationCode0
Language Model Re-rankers are Steered by Lexical Similarities—0
Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data—0
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
Optimizing Retrieval-Augmented Generation of Medical Content for Spaced Repetition Learning—0
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines—0
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive QueriesCode0
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India—0
RAG-Enhanced Collaborative LLM Agents for Drug Discovery—0
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals—0
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants—0
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid—0
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device—0
R^3Mem: Bridging Memory Retention and Retrieval via Reversible Compression—0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
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