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Retrieval-augmented Generation

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TitleStatusHype
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information ForagingCode0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
Improving RAG for Personalization with Author Features and Contrastive ExamplesCode0
Who's Who: Large Language Models Meet Knowledge Conflicts in PracticeCode0
Scholarly Question Answering using Large Language Models in the NFDI4DataScience GatewayCode0
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented GenerationCode0
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented GenerationCode0
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based InferenceCode0
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questionsCode0
Tree-Based Text Retrieval via Hierarchical Clustering in RAGFrameworks: Application on Taiwanese RegulationsCode0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
The Viability of Crowdsourcing for RAG EvaluationCode0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical ScienceCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
RAGPPI: RAG Benchmark for Protein-Protein Interactions in Drug DiscoveryCode0
Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting AssistanceCode0
HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple DevicesCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented GenerationCode0
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical TextsCode0
You Only Use Reactive Attention Slice For Long Context RetrievalCode0
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language ModelsCode0
Through the Stealth Lens: Rethinking Attacks and Defenses in RAGCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented GenerationCode0
RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in RecommendationCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR EnvironmentsCode0
Self-adaptive Multimodal Retrieval-Augmented GenerationCode0
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph WalksCode0
Defending against Indirect Prompt Injection by Instruction DetectionCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language ModelsCode0
Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation ApproachCode0
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?Code0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
A System for Comprehensive Assessment of RAG FrameworksCode0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
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