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Retrieval-augmented Generation

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Showing 751–800 of 2196 papers

TitleStatusHype
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Evaluating Students' Open-ended Written Responses with LLMs: Using the RAG Framework for GPT-3.5, GPT-4, Claude-3, and Mistral-Large—0
Evaluating the Effect of Retrieval Augmentation on Social Biases—0
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging—0
Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course—0
Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain—0
Evaluating the Retrieval Component in LLM-Based Question Answering Systems—0
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods—0
Bridging the Preference Gap between Retrievers and LLMs—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain—0
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS—0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language—0
Evaluation of the Automated Labeling Method for Taxonomic Nomenclature Through Prompt-Optimized Large Language Model—0
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context—0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor—0
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation—0
Formal Language Knowledge Corpus for Retrieval Augmented Generation—0
Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation—0
EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent—0
EvoWiki: Evaluating LLMs on Evolving Knowledge—0
Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables—0
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation—0
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study—0
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs—0
A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning—0
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models—0
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation—0
Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation—0
Exploring Advanced Large Language Models with LLMsuite—0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation—0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment—0
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics—0
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG—0
Enhancing Pancreatic Cancer Staging with Large Language Models: The Role of Retrieval-Augmented Generation—0
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs—0
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector—0
A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking—0
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space—0
Exploring the Potential of Large Language Models for Automation in Technical Customer Service—0
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System—0
Ext2Gen: Alignment through Unified Extraction and Generation for Robust Retrieval-Augmented Generation—0
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation—0
Advanced ingestion process powered by LLM parsing for RAG system—0
LEANN: A Low-Storage Vector Index—0
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud—0
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