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Retrieval-augmented Generation

Papers

Showing 20012025 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 Judge0
From RAGs to riches: Using large language models to write documents for clinical trials0
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question AnsweringCode2
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions0
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 Models0
Assessing generalization capability of text ranking models in Polish0
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 Generation0
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge0
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation0
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