PersonalSum: A User-Subjective Guided Personalized Summarization Dataset
for Large Language Models

PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models

4 October 2024

Peng Liu

Marcus Tiedemann Oekland Henriksboe

Even W. Lauvrak

Heri Ramampiaro

Papers citing "PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models"

14 / 14 papers shown

Title
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 138 1 0 20 Feb 2025
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 51 6 0 03 Dec 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Preslav Nakov Mingzhe Li Dongyan Zhao Rui Yan 39 10 0 27 Jan 2023
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 93 301 0 22 Sep 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong Da Yin Tao Yu A. Zaidi Mutethia Mutuma ... Ahmed Hassan Awadallah Asli Celikyilmaz Yang Liu Xipeng Qiu Dragomir R. Radev RALM 76 330 0 13 Apr 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 233 138 0 08 Dec 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 42 258 0 15 Oct 2020
EPIC: An Energy-Efficient, High-Performance GPGPU Computing Research Infrastructure Magnus Själander Magnus Jahre G. Tufte Nico Reissmann 22 92 0 12 Dec 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 232 5,668 0 21 Apr 2019
Persona-Aware Tips Generation Piji Li Zihao Wang Lidong Bing Wai Lam 43 41 0 06 Mar 2019
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 109 1,652 0 27 Aug 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 81 550 0 30 Apr 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 309 752 0 16 Apr 2018
LCSTS: A Large Scale Chinese Short Text Summarization Dataset Baotian Hu Qingcai Chen Fangze Zhu 50 339 0 19 Jun 2015