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Retrieval-augmented Generation

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Showing 351–400 of 2196 papers

TitleStatusHype
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for NetworkCode1
Rationale-Guided Retrieval Augmented Generation for Medical Question AnsweringCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet'Code1
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement LearningCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
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
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
RuleRAG: Rule-guided retrieval-augmented generation with language models for question answeringCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQACode1
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent CollaborationCode1
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question AnsweringCode1
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved InformationCode1
ShizishanGPT: An Agricultural Large Language Model Integrating Tools and ResourcesCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human MotionCode1
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented GenerationCode1
Trustworthiness in Retrieval-Augmented Generation Systems: A SurveyCode1
Block-Attention for Efficient RAGCode1
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question AnsweringCode1
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and EvaluationCode1
NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for RetrievalCode1
The Compressor-Retriever Architecture for Language Model OSCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringCode1
Retail-GPT: leveraging Retrieval Augmented Generation (RAG) for building E-commerce Chat AssistantsCode1
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question AnsweringCode1
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMsCode1
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational AgentsCode1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language ModelsCode1
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack BenchmarkCode1
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access NetworksCode1
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented GenerationCode1
Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysisCode1
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation TrackCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document AnalysisCode1
R^2AG: Incorporating Retrieval Information into Retrieval Augmented GenerationCode1
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented GenerationCode1
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