retrieval augmented generation

317 papers

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Also known as

RAG RALM

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) question answering (2904) information retrieval (1493) language model (4573) domain adaptation (4578) in-context learning (1369) multimodal learning (4622) knowledge retrieval (328) knowledge graph (1795)

Papers

A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction AAAI 2026

Hallucination as a Computational Boundary: A Hierarchy of Inevitability and the Oracle Escape AAAI 2026

Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models EACL 2026

Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks AAAI 2026

URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding AAAI 2026

“As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026

Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks EACL 2026

Redefining Retrieval Evaluation in the Era of LLMs EACL 2026

DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026

From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom EACL 2026

VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026

Inference Scaling Law for Retrieval Augmented Generation AAAI 2026

You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026

Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving AAAI 2026

RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026

Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback EACL 2026

Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026

AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026

RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation EACL 2026

RAGTurk: Best Practices for Retrieval Augmented Generation in Turkish EACL 2026

A RAG Approach for Typological Database Completion EACL 2026

Augmenting Human Creativity with Machine Learning AAAI 2026

RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding AAAI 2026

REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models AAAI 2026