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Retrieval-augmented Generation

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Showing 1901–1950 of 2196 papers

TitleStatusHype
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
Retrieval-Augmented Generation-based Relation ExtractionCode2
Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation—0
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQLCode1
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation—0
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models—0
iRAG: Advancing RAG for Videos with an Incremental Approach—0
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
A Survey on Retrieval-Augmented Text Generation for Large Language Models—0
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study—0
Position Engineering: Boosting Large Language Models through Positional Information Manipulation—0
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidenceCode1
MiniCheck: Efficient Fact-Checking of LLMs on Grounding DocumentsCode7
Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question AnsweringCode1
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission—0
Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT—0
Introducing Super RAGs in Mistral 8x7B-v1—0
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision—0
Reducing hallucination in structured outputs via Retrieval-Augmented Generation—0
Generative Information Retrieval Evaluation—0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability—0
Not All Contexts Are Equal: Teaching LLMs Credibility-aware GenerationCode1
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology—0
Superposition Prompting: Improving and Accelerating Retrieval-Augmented GenerationCode2
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
RAR-b: Reasoning as Retrieval BenchmarkCode1
Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering—0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
Assisting humans in complex comparisons: automated information comparison at scale—0
A Comparison of Methods for Evaluating Generative IRCode0
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph ConstructionCode2
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models—0
Concept-Guided LLM Agents for Human-AI Safety Codesign—0
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?Code0
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt OptimizationCode4
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
ARAGOG: Advanced RAG Output GradingCode2
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
Observations on Building RAG Systems for Technical Documents—0
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs—0
FairRAG: Fair Human Generation via Fair Retrieval Augmentation—0
Towards a Robust Retrieval-Based Summarization SystemCode0
Are Large Language Models Good at Utility Judgments?Code0
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented GenerationCode1
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