HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

9 August 2024

Dhagash Mehta

Papers citing "HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction"

21 / 21 papers shown

Title
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions Chang Zong Bin Li Shoujun Zhou Jian Wan Lei Zhang 373 0 0 22 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 133 0 0 22 Apr 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 209 410 0 20 Feb 2025
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 251 1 0 06 Nov 2024
Exploring Gen-AI applications in building research and industry: A review Hanlong Wan Jian Zhang Yan Chen Weili Xu Fan Feng AI4CE 60 1 0 01 Oct 2024
FinTextQA: A Dataset for Long-form Financial Question Answering Jian Chen Peilin Zhou Yining Hua Yingxin Loh Kehui Chen Ziyuan Li Bing Zhu Junwei Liang 49 15 0 16 May 2024
Financial Report Chunking for Effective Retrieval Augmented Generation Antonio Jimeno-Yepes Yao You Jan Milczek Sebastian Laverde Renyu Li 72 24 0 05 Feb 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Haixing Dai Lin Zhao Gengchen Mai Ninghao Liu Tianming Liu AIFin 53 93 0 22 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 126 1,748 1 18 Dec 2023
FinanceBench: A New Benchmark for Financial Question Answering Pranab Islam Anand Kannappan Douwe Kiela Rebecca Qian Nino Scherrer Bertie Vidgen RALM 39 84 0 20 Nov 2023
Towards reducing hallucination in extracting information from financial reports using Large Language Models Bhaskarjit Sarmah Tianjie Zhu Dhagash Mehta Stefano Pasquali RALM 20 12 0 16 Oct 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 86 136 0 30 May 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 207 832 0 30 Mar 2023
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wenjie Wang AIMat 105 336 0 01 Sep 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat-Seng Chua AIMat 95 292 0 17 May 2021
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 115 1,167 0 02 Jul 2020
FinBERT: A Pretrained Language Model for Financial Communications Yi Yang Mark Christopher Siy Uy Allen H Huang AIFin AI4CE 65 234 0 15 Jun 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 103 2,090 0 10 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 292 1,980 0 02 Feb 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 654 130,942 0 12 Jun 2017
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 637 31,469 0 16 Jan 2013