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Retrieval-augmented Generation

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Showing 1501–1550 of 2196 papers

TitleStatusHype
Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight—0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation—0
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?—0
EPIC: Efficient Position-Independent Caching for Serving Large Language Models—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs—0
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous VerificationCode0
Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model—0
Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases—0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation—0
Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models—0
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models—0
How Does Knowledge Selection Help Retrieval Augmented Generation?—0
HEALTH-PARIKSHA: Assessing RAG Models for Health Chatbots in Real-World Multilingual Settings—0
Comparing the Utility, Preference, and Performance of Course Material Search Functionality and Retrieval-Augmented Generation Large Language Model (RAG-LLM) AI Chatbots in Information-Seeking Tasks—0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models—0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs—0
SouLLMate: An Application Enhancing Diverse Mental Health Support with Adaptive LLMs, Prompt Engineering, and RAG Techniques—0
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval—0
Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models—0
MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration—0
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models—0
Is Semantic Chunking Worth the Computational Cost?—0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—0
On the Capacity of Citation Generation by Large Language Models—0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented GenerationCode0
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability—0
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data—0
Self-adaptive Multimodal Retrieval-Augmented GenerationCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
Retrieval Augmented Spelling Correction for E-Commerce Applications—0
Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters—0
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
TestAgent: A Framework for Domain-Adaptive Evaluation of LLMs via Dynamic Benchmark Construction and Exploratory Interaction—0
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG—0
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
Can Structured Data Reduce Epistemic Uncertainty?—0
Model-based Large Language Model Customization as Service—0
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning—0
Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning—0
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack—0
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG—0
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization—0
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language ModelsCode0
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