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Retrieval-augmented Generation

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TitleStatusHype
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented GenerationCode1
Unified Active Retrieval for Retrieval Augmented GenerationCode1
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented GenerationCode1
Language Modeling with Editable External KnowledgeCode1
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented GenerationCode1
RATT: A Thought Structure for Coherent and Correct LLM ReasoningCode1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial TrainingCode1
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language ModelsCode1
Toward Conversational Agents with Context and Time Sensitive Long-term MemoryCode1
Video Enriched Retrieval Augmented Generation Using Aligned Video CaptionsCode1
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological TextCode1
SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design GenerationCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsCode1
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG)Code1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real DocumentsCode1
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented GenerationCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQLCode1
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidenceCode1
Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question AnsweringCode1
Not All Contexts Are Equal: Teaching LLMs Credibility-aware GenerationCode1
RAR-b: Reasoning as Retrieval BenchmarkCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented GenerationCode1
Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0Code1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and DocumentCode1
Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-BasesCode1
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health recordsCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection AttacksCode1
RNNs are not Transformers (Yet): The Key Bottleneck on In-context RetrievalCode1
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
Evaluating Very Long-Term Conversational Memory of LLM AgentsCode1
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question AnsweringCode1
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Self-Retrieval: End-to-End Information Retrieval with One Large Language ModelCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and AdaptationCode1
How well do LLMs cite relevant medical references? An evaluation framework and analysesCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
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