Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference

4 October 2023

Chenglu Li

Wanli Xing

Papers citing "Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference"

21 / 21 papers shown

Title
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 35 0 0 01 Apr 2025
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation Xiaofan Zhou Liangjie Huang Pinyang Cheng Wenpen Yin Rui Zhang Wenrui Hao Lu Cheng 21 0 0 01 Apr 2025
Zero-Indexing Internet Search Augmented Generation for Large Language Models Guangxin He Zonghong Dai Jiangcheng Zhu Binqiang Zhao Qicheng Hu Chenyue Li You Peng Chen Wang Binhang Yuan 69 0 0 31 Dec 2024
Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval Xiaocong Yang Jiacheng Lin Zhenting Wang Chengxiang Zhai ReLM 83 0 0 25 Nov 2024
A Compressive Memory-based Retrieval Approach for Event Argument Extraction Wanlong Liu Enqi Zhang Li Zhou DingYi Zeng Shaohuan Cheng Chen Zhang Malu Zhang Wenyu Chen RALM 45 0 0 14 Sep 2024
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion Dongil Yang Suyeon Lee Minjin Kim Jungsoo Won Namyoung Kim Dongha Lee Jinyoung Yeo 24 0 0 31 Aug 2024
Great Memory, Shallow Reasoning: Limits of $k$ NN-LMs Shangyi Geng Wenting Zhao Alexander M. Rush RALM ReLM LRM 34 1 0 21 Aug 2024
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations Jiarui Rao Jionghao Lin AI4Ed 35 3 0 06 Jul 2024
Safe Generative Chats in a WhatsApp Intelligent Tutoring System Zachary Levonian Owen Henkel KELM 39 0 0 06 Jul 2024
Investigating the Potential of Using Large Language Models for Scheduling Deddy Jobson Yilin Li 25 2 0 04 Jun 2024
SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation S. A. Sheikholeslam Andre Ivanov 29 0 0 25 May 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 29 10 0 16 May 2024
How Can I Get It Right? Using GPT to Rephrase Incorrect Trainee Responses Jionghao Lin Zifei Han Danielle R. Thomas Ashish Gurung Shivang Gupta Vincent Aleven Kenneth R. Koedinger 38 13 0 02 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 60 18 0 30 Apr 2024
MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education Murong Yue Wijdane Mifdal Yixuan Zhang Jennifer Suh Yixuan Zhang Ziyu Yao LLMAG 59 17 0 10 Apr 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 132 235 0 29 Feb 2024
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models Zilong Zhao Yao Rong Dongyang Guo Emek Gözlüklü Emir Gülboy Enkelejda Kasneci LRM 44 3 0 24 Feb 2024
Generative AI for Education (GAIED): Advances, Opportunities, and Challenges Paul Denny Sumit Gulwani Neil T. Heffernan Tanja Käser Steven Moore Anna N. Rafferty Adish Singla 34 18 0 02 Feb 2024
RAG-Fusion: a New Take on Retrieval-Augmented Generation Zackary Rackauckas 34 34 0 31 Jan 2024
Evaluating Large Language Models on the GMAT: Implications for the Future of Business Education Vahid Ashrafimoghari Necdet Gurkan Jordan W. Suchow ELM 37 6 0 02 Jan 2024
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 133 142 0 19 Sep 2023