📚 RAG - cwensel · Scour

Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

🧠LLMs Academic

TA-RAG: Tone-Aware Retrieval-Augmented Generation for Peer-Support Health Communication

🧠LLMs Academic

Evidence Graph Consistency in Retrieval-Augmented Generation: A Model-Dependent Analysis of Hallucination Detection

🧠LLMs Academic

MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry

🧠LLMs Academic

Anything2Skill: Compiling External Knowledge into Reusable Skills for Agents

🧠LLMs Academic

LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding

🧠LLMs Academic

Less-relevant results

TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse

✍️Prompt Engineering Academic

Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain

🧠LLMs Academic

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A

🧠LLMs Academic

LLM-Guided ANN Index Optimization for Human-Object Interaction Retrieval

🧠LLMs Academic

MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring

🔗LLM Workflows Academic

SIFT: Selective-Index For Fast Compute of RAG Prefill by Exploiting Attention Invariance

🧠LLMs Academic

Beyond Vector Similarity: A Structural Analysis of Graph-Augmented Retrieval for Industrial Knowledge Graphs

🧠LLMs Academic

LongRTL: Graph-Similarity-Guided LLM-driven Long Context RTL Optimization

🧠LLMs Academic

ANN Search: Recall What Matters

🧠LLMs Academic

Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration

🧠LLMs Academic

QCFuse: Query-Aware Cache Fusion via Compressed View for Efficient RAG Serving

🧠LLMs Academic

Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

🧠LLMs Academic

IA-RAG: Interval-Algebra-Driven Temporal Reasoning for Dynamic Knowledge Retrieval

🧠LLMs Academic

Constrained Dominant Sets for Multimodal Document Question Answering

🧠LLMs Academic

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