GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering

GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering

22 March 2023

Vasudeva Varma

Makarand Tapaswi

Papers citing "GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering"

13 / 13 papers shown

Title
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 43 0 0 08 Apr 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 46 2 0 27 Feb 2025
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback Manzong Huang Chenyang Bu Yi He Xindong Wu 65 0 0 28 Jan 2025
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 38 7 0 28 Oct 2024
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval Yu Xia Junda Wu Sungchul Kim Tong Yu Ryan A. Rossi Haoliang Wang Julian McAuley 32 4 0 17 Oct 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 30 0 0 23 Aug 2024
Differentiating Choices via Commonality for Multiple-Choice Question Answering Wenqing Deng Zhe Wang Kewen Wang Shirui Pan Xiaowang Zhang Zhiyong Feng 44 0 0 21 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 48 64 0 15 Aug 2024
Cost-efficient Knowledge-based Question Answering with Large Language Models Junnan Dong Qinggang Zhang Chuang Zhou Hao Chen Daochen Zha Xiao Huang 33 3 0 27 May 2024
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs Ying Su Jipeng Zhang Yangqiu Song Tong Zhang 30 0 0 31 Jan 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 24 5 0 11 Dec 2023
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context H. Wan Hongkang Li Songtao Lu Xiao-Ping Cui Marina Danilevsky 16 1 0 26 Aug 2023
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 229 438 0 25 Sep 2019