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Retrieval-augmented Generation

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TitleStatusHype
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting AssistanceCode0
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
Improving In-Context Learning with Small Language Model EnsemblesCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple DevicesCode0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language ModelsCode0
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG IntegrationCode0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Detecting Manipulated Contents Using Knowledge-Grounded InferenceCode0
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based InferenceCode0
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph DatabasesCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable ExplanationsCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language ModelCode0
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning ModelsCode0
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
RAD-Bench: Evaluating Large Language Models Capabilities in Retrieval Augmented DialoguesCode0
Defending against Indirect Prompt Injection by Instruction DetectionCode0
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language ModelsCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language ModelsCode0
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language ModelsCode0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMsCode0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
FormulaReasoning: A Dataset for Formula-Based Numerical ReasoningCode0
Automated Bias Assessment in AI-Generated Educational Content Using CEAT FrameworkCode0
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application AnalysisCode0
From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language QueriesCode0
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific ArticleCode0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular KnowledgeCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
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