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Retrieval-augmented Generation

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Showing 1701–1750 of 2196 papers

TitleStatusHype
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language ModelsCode0
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering—0
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers—0
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction—0
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design—0
A Quick, trustworthy spectral knowledge Q&A system leveraging retrieval-augmented generation on LLMCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
Xinyu: An Efficient LLM-based System for Commentary Generation—0
RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization—0
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain—0
Reading with Intent—0
Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research—0
Enhanced document retrieval with topic embeddings—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Agentic Retrieval-Augmented Generation for Time Series Analysis—0
Meta Knowledge for Retrieval Augmented Large Language Models—0
VERA: Validation and Evaluation of Retrieval-Augmented Systems—0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering—0
Trust-Oriented Adaptive Guardrails for Large Language Models—0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Plan with Code: Comparing approaches for robust NL to DSL generation—0
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs—0
New Curriculum, New Chance -- Retrieval Augmented Generation for Lesson Planning in Ugandan Secondary Schools. Prototype Quality Evaluation—0
Exploring Retrieval Augmented Generation in ArabicCode0
A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning—0
Bayesian inference to improve quality of Retrieval Augmented Generation—0
Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Models—0
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs—0
Rag and Roll: An End-to-End Evaluation of Indirect Prompt Manipulations in LLM-based Application Frameworks—0
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Retrieval-augmented code completion for local projects using large language models—0
Towards Explainable Network Intrusion Detection using Large Language Models—0
Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom Extraction—0
Large Language Model as a Catalyst: A Paradigm Shift in Base Station Siting Optimization—0
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring—0
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations—0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models—0
A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search—0
Development of REGAI: Rubric Enabled Generative Artificial Intelligence—0
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation—0
LLM Agents Improve Semantic Code Search—0
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts—0
Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering—0
Multi-Level Querying using A Knowledge Pyramid—0
Adaptive Retrieval-Augmented Generation for Conversational Systems—0
Finch: Prompt-guided Key-Value Cache Compression—0
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