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Retrieval-augmented Generation

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Showing 1601–1650 of 2196 papers

TitleStatusHype
NV-Retriever: Improving text embedding models with effective hard-negative mining—0
Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QACode0
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation—0
Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation—0
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs—0
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base—0
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning ModelsCode0
Differential Privacy of Cross-Attention with Provable Guarantee—0
Retrieval Augmented Generation Integrated Large Language Models in Smart Contract Vulnerability Detection—0
Adversarial Databases Improve Success in Retrieval-based Large Language Models—0
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities—0
AuditNet: A Conversational AI-based Security Assistant [DEMO]—0
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question AnsweringCode2
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
PRAGyan -- Connecting the Dots in Tweets—0
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach—0
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models—0
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack BenchmarkCode1
Retrieval-Augmented Generation for Natural Language Processing: A Survey—0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models—0
Optimizing Query Generation for Enhanced Document Retrieval in RAG—0
EchoSight: Advancing Visual-Language Models with Wiki Knowledge—0
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge BasesCode3
Crafting the Path: Robust Query Rewriting for Information Retrieval—0
Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation—0
Scientific QA System with Verifiable AnswersCode2
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting—0
Better RAG using Relevant Information GainCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain—0
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented GenerationCode2
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together—0
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
Integrating AI Tutors in a Programming Course—0
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?—0
Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation—0
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond—0
Context Embeddings for Efficient Answer Generation in RAG—0
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric AgentsCode2
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024—0
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting—0
Lynx: An Open Source Hallucination Evaluation Model—0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
Examining Long-Context Large Language Models for Environmental Review Document Comprehension—0
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative IntelligenceCode4
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning MethodsCode7
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