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Retrieval-augmented Generation

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Showing 1901–1950 of 2196 papers

TitleStatusHype
Towards a Robust Retrieval-Based Summarization SystemCode0
Mitigating Bias in RAG: Controlling the EmbedderCode0
NeoQA: Evidence-based Question Answering with Generated News EventsCode0
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class ImbalanceCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular KnowledgeCode0
MindScope: Exploring cognitive biases in large language models through Multi-Agent SystemsCode0
AlignedCoT: Prompting Large Language Models via Native-Speaking DemonstrationsCode0
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-ReasoningCode0
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language ModelsCode0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form StoriesCode0
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented GenerationCode0
Memorization and Knowledge Injection in Gated LLMsCode0
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented GenerationCode0
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language ModelsCode0
Towards a RAG-based Summarization Agent for the Electron-Ion ColliderCode0
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented GenerationCode0
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM JudgesCode0
A Quick, trustworthy spectral knowledge Q&A system leveraging retrieval-augmented generation on LLMCode0
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMsCode0
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
MedImageInsight: An Open-Source Embedding Model for General Domain Medical ImagingCode0
Medical large language models are easily distractedCode0
Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal FactualityCode0
A LoRA-Based Approach to Fine-Tuning LLMs for Educational Guidance in Resource-Constrained SettingsCode0
Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production ChallengesCode0
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset AnalysisCode0
StackRAG Agent: Improving Developer Answers with Retrieval-Augmented GenerationCode0
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous VerificationCode0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep ClassificationCode0
4bit-Quantization in Vector-Embedding for RAGCode0
XY-Cut++: Advanced Layout Ordering via Hierarchical Mask Mechanism on a Novel BenchmarkCode0
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation SystemsCode0
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
AI-University: An LLM-based platform for instructional alignment to scientific classroomsCode0
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based TasksCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
AITEE -- Agentic Tutor for Electrical EngineeringCode0
LTRR: Learning To Rank Retrievers for LLMsCode0
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
FG-RAG: Enhancing Query-Focused Summarization with Context-Aware Fine-Grained Graph RAGCode0
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