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Retrieval-augmented Generation

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Showing 1251–1300 of 2196 papers

TitleStatusHype
ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding—0
Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight—0
Improve Dense Passage Retrieval with Entailment Tuning—0
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
Who's Who: Large Language Models Meet Knowledge Conflicts in PracticeCode0
RAC: Efficient LLM Factuality Correction with Retrieval AugmentationCode0
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance—0
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process—0
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions—0
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation—0
EPIC: Efficient Position-Independent Caching for Serving Large Language Models—0
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot FrameworkCode9
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
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems—0
Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models—0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation—0
Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases—0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
SouLLMate: An Application Enhancing Diverse Mental Health Support with Adaptive LLMs, Prompt Engineering, and RAG Techniques—0
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs—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
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data RewardsCode2
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
HEALTH-PARIKSHA: Assessing RAG Models for Health Chatbots in Real-World Multilingual Settings—0
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models—0
How Does Knowledge Selection Help Retrieval Augmented Generation?—0
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval—0
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models—0
Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models—0
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical PerceptionCode3
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration—0
Is Semantic Chunking Worth the Computational Cost?—0
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language ModelsCode3
RuleRAG: Rule-guided retrieval-augmented generation with language models for question answeringCode1
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data—0
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented GenerationCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
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