RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented
Generation and Readability Control for Layman Summarization of Biomedical
Texts

RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts

21 May 2024

Yuelyu Ji

Sonish Sivarajkumar

Papers citing "RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts"

16 / 16 papers shown

Title
Cloud-Based AI Systems: Leveraging Large Language Models for Intelligent Fault Detection and Autonomous Self-Healing Cheng Ji Huaiying Luo 0 0 0 16 May 2025
User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data Haowei Yang Qingyi Lu Yang Wang Sibei Liu Jiayun Zheng Ao Xiang PILM 43 0 0 08 May 2025
From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent Minjie Shen Qikai Yang LLMAG AI4CE 35 1 0 04 May 2025
Research on Cloud Platform Network Traffic Monitoring and Anomaly Detection System based on Large Language Models Ze Yang Yihong Jin Juntian Liu Xinhe Xu Yihan Zhang Shuyang Ji 27 1 0 22 Apr 2025
Data Augmentation Through Random Style Replacement Qikai Yang Cheng Ji Huaiying Luo Panfeng Li Zhicheng Ding 39 2 0 14 Apr 2025
Optimized Path Planning for Logistics Robots Using Ant Colony Algorithm under Multiple Constraints Haopeng Zhao Zhichao Ma Lipeng Liu Yang Wang Zheyu Zhang Hao Liu 19 5 0 06 Apr 2025
MoK-RAG: Mixture of Knowledge Paths Enhanced Retrieval-Augmented Generation for Embodied AI Environments Zhengsheng Guo Linwei Zheng Xinyang Chen X. Bai K. Chen Min Zhang 60 0 0 18 Mar 2025
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 48 2 0 25 Oct 2024
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation Chunliang Tao Xiaojing Fan Yahe Yang 28 19 0 18 Sep 2024
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles Tomas Goldsack Carolina Scarton Matthew Shardlow Chenghua Lin 29 31 0 16 Aug 2024
Exploiting Diffusion Prior for Out-of-Distribution Detection Armando Zhu Jiabei Liu Keqin Li Shuying Dai Bo Hong Peng Zhao Changsong Wei 46 7 0 16 Jun 2024
A Comparative Study on Enhancing Prediction in Social Network Advertisement through Data Augmentation Qikai Yang Panfeng Li Xinhe Xu Zhicheng Ding Wenjing Zhou Yi Nian 45 31 0 22 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 115 228 0 29 Feb 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 328 0 05 Feb 2024
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 34 34 0 24 Dec 2023
GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 238 96 0 24 Oct 2020