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Retrieval-augmented Generation

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Showing 1701–1750 of 2196 papers

TitleStatusHype
Poisoned LangChain: Jailbreak LLMs by LangChain—0
Multi-step Inference over Unstructured Data—0
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems—0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QACode2
Panza: Design and Analysis of a Fully-Local Personalized Text Writing AssistantCode3
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models—0
Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation TrackCode1
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization—0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback—0
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM GenerationCode0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document AnalysisCode1
Integrating Knowledge Retrieval and Large Language Models for Clinical Report Correction—0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs—0
Towards Retrieval Augmented Generation over Large Video Libraries—0
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization—0
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks—0
CodeRAG-Bench: Can Retrieval Augment Code Generation?Code2
SEC-QA: A Systematic Evaluation Corpus for Financial QA—0
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMsCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Improving Zero-shot LLM Re-Ranker with Risk Minimization—0
StackRAG Agent: Improving Developer Answers with Retrieval-Augmented GenerationCode0
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation—0
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized RationalesCode2
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted MetadataCode1
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented GenerationCode1
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia—0
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented GenerationCode0
R^2AG: Incorporating Retrieval Information into Retrieval Augmented GenerationCode1
Think-then-Act: A Dual-Angle Evaluated Retrieval-Augmented Generation—0
Unified Active Retrieval for Retrieval Augmented GenerationCode1
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation—0
Intermediate Distillation: Data-Efficient Distillation from Black-Box LLMs for Information Retrieval—0
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision MakersCode2
Identifying Performance-Sensitive Configurations in Software Systems through Code Analysis with LLM Agents—0
Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicine—0
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Satyrn: A Platform for Analytics Augmented GenerationCode0
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGCode0
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation—0
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