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Retrieval-augmented Generation

Papers

Showing 651675 of 2196 papers

TitleStatusHype
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systemsCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation FrameworkCode0
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese DrugsCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
LLM Robustness Against Misinformation in Biomedical Question AnsweringCode0
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical ScienceCode0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation SystemsCode0
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual SettingsCode0
AI-University: An LLM-based platform for instructional alignment to scientific classroomsCode0
Improving RAG for Personalization with Author Features and Contrastive ExamplesCode0
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ DocumentsCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
AITEE -- Agentic Tutor for Electrical EngineeringCode0
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
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