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Retrieval-augmented Generation

Papers

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TitleStatusHype
Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis0
Towards Automated Safety Requirements Derivation Using Agent-based RAG0
Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models0
Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data0
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach0
Towards Conversational AI for Human-Machine Collaborative MLOps0
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning0
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs0
Towards Efficient Key-Value Cache Management for Prefix Prefilling in LLM Inference0
Towards Evaluating Large Language Models for Graph Query Generation0
Towards Explainable Network Intrusion Detection using Large Language Models0
Towards Geo-Culturally Grounded LLM Generations0
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering0
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective0
Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval0
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data0
Towards reducing hallucination in extracting information from financial reports using Large Language Models0
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models0
Towards Requirements Engineering for RAG Systems0
Towards Retrieval Augmented Generation over Large Video Libraries0
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability0
Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems0
Towards Unlocking Insights from Logbooks Using AI0
TPCap: Unlocking Zero-Shot Image Captioning with Trigger-Augmented and Multi-Modal Purification Modules0
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator0
Traceback of Poisoning Attacks to Retrieval-Augmented Generation0
T-RAG: Lessons from the LLM Trenches0
Training Plug-n-Play Knowledge Modules with Deep Context Distillation0
Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model0
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation0
Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data0
TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching0
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack0
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking0
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders0
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems0
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster0
TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization0
TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation0
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study0
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge0
Unanswerability Evaluation for Retrieval Augmented Generation0
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation0
Understanding and Optimizing Multi-Stage AI Inference Pipelines0
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models0
Understanding Privacy Risks of Embeddings Induced by Large Language Models0
Understanding Synthetic Context Extension via Retrieval Heads0
Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions0
Undesirable Memorization in Large Language Models: A Survey0
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