GitHub

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

In recent years, Retrieval Augmented Generation (RAG) systems have made significant progress in extending the capabilities of Large Language Models (LLM) through external retrieval. However, these ...
IEEE

Hybrid Retrieval-Augmented Generation Approach for LLMs Query Response Enhancement

Abstract: In the domain of Natural Language Processing (NLP), the integration of Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) represents a significant advancement towards ...
GitHub

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization

https://drive.google.com/file/d/1g3tCcWhAOTzGwldLOjCvtwJ_4YaIK-rj/view?usp=drive_link. The qustions are sourced from the test split from ASQA, WebQustions, Natural ...