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Retrieval-augmented Generation

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Showing 2001–2050 of 2196 papers

TitleStatusHype
RNNs are not Transformers (Yet): The Key Bottleneck on In-context RetrievalCode1
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented GenerationCode2
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question AnsweringCode1
Evaluating Very Long-Term Conversational Memory of LLM AgentsCode1
Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent SetupCode0
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningCode1
A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge—0
From RAGs to riches: Using large language models to write documents for clinical trials—0
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question AnsweringCode2
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions—0
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Self-Retrieval: End-to-End Information Retrieval with One Large Language ModelCode1
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)Code2
Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models—0
Assessing generalization capability of text ranking models in Polish—0
ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented AgentsCode2
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
FormulaReasoning: A Dataset for Formula-Based Numerical ReasoningCode0
FinBen: A Holistic Financial Benchmark for Large Language ModelsCode4
Benchmarking Retrieval-Augmented Generation for MedicineCode4
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation—0
EVOR: Evolving Retrieval for Code GenerationCode2
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning—0
Metacognitive Retrieval-Augmented Large Language ModelsCode1
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering—0
Dense Passage Retrieval: Is it Retrieving?—0
Generative Representational Instruction TuningCode4
Generative AI in the Construction Industry: A State-of-the-art Analysis—0
Grounding Language Model with Chunking-Free In-Context Retrieval—0
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language ModelsCode3
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and AdaptationCode1
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringCode4
T-RAG: Lessons from the LLM Trenches—0
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity KnowledgeCode2
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models—0
REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language ModelsCode0
GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding—0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations—0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation—0
Locally-Adaptive Quantization for Streaming Vector Search—0
How well do LLMs cite relevant medical references? An evaluation framework and analysesCode1
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