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Retrieval-augmented Generation

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Showing 451–500 of 2196 papers

TitleStatusHype
LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language ModelsCode1
Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End SystemCode1
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement LearningCode1
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language ModelCode1
Personalized Graph-Based Retrieval for Large Language ModelsCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingCode1
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and DevelopmentCode1
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language ModelsCode1
Plancraft: an evaluation dataset for planning with LLM agentsCode1
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation SystemsCode1
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access NetworksCode1
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQLCode1
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question AnsweringCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
PA-RAG: RAG Alignment via Multi-Perspective Preference OptimizationCode1
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented GenerationCode1
SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative RefinementCode1
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
A System for Comprehensive Assessment of RAG FrameworksCode0
A Comparison of Methods for Evaluating Generative IRCode0
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation SystemsCode0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
NeoQA: Evidence-based Question Answering with Generated News EventsCode0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
MuseRAG: Idea Originality Scoring At ScaleCode0
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class ImbalanceCode0
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented GenerationCode0
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented GenerationCode0
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
Mitigating Bias in RAG: Controlling the EmbedderCode0
Consistent Autoformalization for Constructing Mathematical LibrariesCode0
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM JudgesCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-ReasoningCode0
Memorization and Knowledge Injection in Gated LLMsCode0
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form StoriesCode0
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented GenerationCode0
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