📚 RAG - ghosh.debasish · Scour

Reducing Redundancy in Retrieval-Augmented Generation through Chunk Filtering 🎲Probabilistic Data Structures

Factorized Latent Reasoning for LLM-based Recommendation 🧠Reasoning Models

XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation 🧠LLMs

Part 4: Improving Retrieval Quality with Token-Aware Chunking and HyDE 🌊Streaming Algorithms

github.com·4d·DEV

S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA 📦Succinct Data Structures

Efficient Rationale-based Retrieval: On-policy Distillation from Generative Rerankers based on JEPA 🗄️Vector Databases

RADIANT-LLM: an Agentic Retrieval Augmented Generation Framework for Reliable Decision Support in Safety-Critical Nuclear Engineering 📊LLM Evaluation

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models 🧠LLMs

StratRAG: A Multi-Hop Retrieval Evaluation Dataset for Retrieval-Augmented Generation Systems 🧠LLMs

Improving Robustness of Tabular Retrieval via Representational Stability 🗄️Vector Databases

Domain Fine-Tuning vs. Retrieval-Augmented Generation for Medical Multiple-Choice Question Answering: A Controlled Comparison at the 4B-Parameter Scale 🧠LLMs

RCSB PDB AI Help Desk: retrieval-augmented generation for protein structure deposition support 🗄️Vector Databases

BERAG: Bayesian Ensemble Retrieval-Augmented Generation for Knowledge-based Visual Question Answering 🎲Probabilistic Data Structures

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval 🗄️Vector Databases

CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG 🧠LLMs

ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation 🧠LLMs

ANCHOR: LLM-driven Subject Conditioning for Text-to-Image Synthesis 🧠LLMs

AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation 🧠LLMs

RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion 🧠LLMs

Sparse Personalized Text Generation with Multi-Trajectory Reasoning 🧠LLMs

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