Evaluating the Tradeoff Between Abstractiveness and Factuality in
Abstractive Summarization

Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization

5 August 2021

Papers citing "Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization"

15 / 15 papers shown

Title
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation Ryotaro Shimizu Takashi Wada Yu Wang Johannes Kruse Sean O'Brien ... Yuya Yoshikawa Yuki Saito Fugee Tsung M. Goto Julian McAuley 31 0 0 17 Oct 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback Jaepill Choi Kyubyung Chae Jiwoo Song Yohan Jo Taesup Kim 26 0 0 27 Sep 2024
Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations Hassan Shakil Zeydy Ortiz Grant C. Forbes 16 3 0 07 May 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 32 4 0 06 Mar 2024
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models Jongyoon Song Nohil Park Bongkyu Hwang Jaewoong Yun Seongho Joe Youngjune Gwon Sungroh Yoon KELM HILM 38 1 0 23 Feb 2024
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue Kushal Chawla Hannah Rashkin Gaurav Singh Tomar David Reitter 34 1 0 03 Feb 2024
From Chaos to Clarity: Claim Normalization to Empower Fact-Checking Megha Sundriyal Tanmoy Chakraborty Preslav Nakov 23 14 0 22 Oct 2023
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation Hwanjun Song Igor Shalyminov Hang Su Siffi Singh Kaisheng Yao Saab Mansour 30 6 0 20 Oct 2023
Generating Summaries with Controllable Readability Levels Leonardo F. R. Ribeiro Mohit Bansal Markus Dreyer 80 19 0 16 Oct 2023
The Extractive-Abstractive Axis: Measuring Content "Borrowing" in Generative Language Models Nedelina Teneva 23 0 0 20 Jul 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality Tanay Dixit Fei Wang Muhao Chen HILM 37 9 0 24 May 2023
Faithfulness-Aware Decoding Strategies for Abstractive Summarization David Wan Mengwen Liu Kathleen McKeown Markus Dreyer Joey Tianyi Zhou HILM 111 32 0 06 Mar 2023
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 231 306 0 27 Apr 2021
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
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019