Benchmarking Generation and Evaluation Capabilities of Large Language
Models for Instruction Controllable Summarization

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization

15 November 2023

Alexander R. Fabbri

Dragomir R. Radev

Arman Cohan

Papers citing "Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization"

10 / 10 papers shown

Title
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 59 1 0 02 Feb 2025
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 80 1 0 16 Dec 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 58 3 0 30 Oct 2024
Evaluation of Instruction-Following Ability for Large Language Models on Story-Ending Generation Rem Hida Junki Ohmura Toshiyuki Sekiya ELM 19 0 0 24 Jun 2024
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 201 559 0 03 May 2023
Controlled Text Generation with Natural Language Instructions Wangchunshu Zhou Yuchen Eleanor Jiang Ethan Gotlieb Wilcox Ryan Cotterell Mrinmaya Sachan 138 84 0 27 Apr 2023
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 49 47 0 01 Jul 2022
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond Masato Mita Keisuke Sakaguchi Masato Hagiwara Tomoya Mizumoto Jun Suzuki Kentaro Inui 26 13 0 23 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Finding a Balanced Degree of Automation for Summary Evaluation Shiyue Zhang Mohit Bansal 47 32 0 23 Sep 2021