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Retrieval-augmented Generation

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Showing 2001–2050 of 2196 papers

TitleStatusHype
Enhancing Retrieval in QA Systems with Derived Feature AssociationCode0
Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning AttacksCode0
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAGCode0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
LeRAAT: LLM-Enabled Real-Time Aviation Advisory ToolCode0
TableRAG: Million-Token Table Understanding with Language ModelsCode0
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphCode0
Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the WebCode0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific SynthesisCode0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context UnderstandingCode0
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented GenerationCode0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
Large Language Models Reflect Human Citation Patterns with a Heightened Citation BiasCode0
Towards Optimal Circuit Generation: Multi-Agent Collaboration Meets Collective IntelligenceCode0
Chainpoll: A high efficacy method for LLM hallucination detectionCode0
Large Language Model Can Be a Foundation for Hidden Rationale-Based RetrievalCode0
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented GenerationCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service EnvironmentCode0
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG RoutingCode0
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender SystemsCode0
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language ModelsCode0
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM GenerationCode0
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented DialogCode0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck ModelsCode0
Efficient Document Retrieval with G-RetrieverCode0
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationCode0
Efficient Aspect-Based Summarization of Climate Change Reports with Small Language ModelsCode0
REVERSUM: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal NarrativesCode0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
A Comparison of Methods for Evaluating Generative IRCode0
Privacy-Enhancing Paradigms within Federated Multi-Agent SystemsCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Privacy-Preserved Neural Graph DatabasesCode0
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video UnderstandingCode0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective OptimizationCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
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