Financial Report Chunking for Effective Retrieval Augmented Generation

Financial Report Chunking for Effective Retrieval Augmented Generation

5 February 2024

Antonio Jimeno-Yepes

Sebastian Laverde

Papers citing "Financial Report Chunking for Effective Retrieval Augmented Generation"

16 / 16 papers shown

Title
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 61 0 0 22 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 43 0 0 21 Apr 2025
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation Liangbo Ning Wenqi Fan Qing Li AAML 41 1 0 03 Apr 2025
AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening Frank P.-W. Lo Jianing Qiu Zeyu Wang Haibao Yu Yeming Chen Gao Zhang Benny Lo 30 0 0 01 Apr 2025
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems Sejong Kim Hyunseo Song Hyunwoo Seo Hyunjun Kim RALM 77 0 0 19 Mar 2025
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications Pedro Sousa Cláudio Klautau Mello Frank B. Morte Luis F. Solis Navarro 64 0 0 27 Feb 2025
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific Synthesis Jawad Ibn Ahad Rafeed Mohammad Sultan Abraham Kaikobad Fuad Rahman M. R. Amin Nabeel Mohammed Shafin Rahman 42 0 0 16 Nov 2024
A Scalable Data-Driven Framework for Systematic Analysis of SEC 10-K Filings Using Large Language Models Syed Affan Daimi Asma Iqbal 36 1 0 26 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 35 0 23 Sep 2024
vitaLITy 2: Reviewing Academic Literature Using Large Language Models Hongye An Arpit Narechania Emily Wall Kai Xu 44 2 0 24 Aug 2024
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution Sampath Rajapaksha Ruby Rani Erisa Karafili 51 3 0 12 Aug 2024
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Bhaskarjit Sarmah Benika Hall Rohan Rao Sunil Patel Stefano Pasquali Dhagash Mehta 40 35 0 09 Aug 2024
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track Ronak Pradeep Nandan Thakur Sahel Sharifymoghaddam Eric Zhang Ryan Nguyen Daniel Campos Nick Craswell Jimmy Lin 38 12 0 24 Jun 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 45 42 0 15 Jun 2024
Improving Retrieval for RAG based Question Answering Models on Financial Documents Spurthi Setty Katherine Jijo Eden Chung Natan Vidra RALM AIFin 26 22 0 23 Mar 2024
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Chenyu You ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023