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Retrieval-augmented Generation

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TitleStatusHype
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
Long-Context Inference with Retrieval-Augmented Speculative DecodingCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language ModelsCode1
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning AttacksCode1
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot ApplicationsCode1
LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and RegularizationCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Graph RAG-Tool FusionCode1
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation LearningCode1
Combining Large Language Models with Static Analyzers for Code Review GenerationCode1
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal GenerationCode1
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented GenerationCode1
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval DefectsCode1
VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health RecordsCode1
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo FilterCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept AlignmentCode1
Personalized Graph-Based Retrieval for Large Language ModelsCode1
Docopilot: Improving Multimodal Models for Document-Level UnderstandingCode1
Plancraft: an evaluation dataset for planning with LLM agentsCode1
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based SearchCode1
Long Context vs. RAG for LLMs: An Evaluation and RevisitsCode1
RAG with Differential PrivacyCode1
Jasper and Stella: distillation of SOTA embedding modelsCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAGCode1
PA-RAG: RAG Alignment via Multi-Perspective Preference OptimizationCode1
Context-DPO: Aligning Language Models for Context-FaithfulnessCode1
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference AlignmentCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG SystemsCode1
SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report GenerationCode1
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
SurgBox: Agent-Driven Operating Room Sandbox with Surgery CopilotCode1
Retrieval-Augmented Machine Translation with Unstructured KnowledgeCode1
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation LearningCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningCode1
Context Awareness Gate For Retrieval Augmented GenerationCode1
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report GenerationCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer FrameworkCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
Controllable Context Sensitivity and the Knob Behind ItCode1
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for NetworkCode1
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