Preference-based Interactive Multi-Document Summarisation

7 June 2019

Papers citing "Preference-based Interactive Multi-Document Summarisation"

14 / 14 papers shown

Title
Advances in Preference-based Reinforcement Learning: A Review Youssef Abdelkareem Shady Shehata Fakhri Karray OffRL 89 10 0 21 Aug 2024
TCR-GPT: Integrating Autoregressive Model and Reinforcement Learning for T-Cell Receptor Repertoires Generation Yicheng Lin David Soto Roberto Santana 53 1 0 02 Aug 2024
Impact of Preference Noise on the Alignment Performance of Generative Language Models Yang Gao Dana Alon Donald Metzler 102 21 0 15 Apr 2024
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 198 13 0 28 Aug 2023
SummHelper: Collaborative Human-Computer Summarization Aviv Slobodkin Niv Nachum Shmuel Amar Ori Shapira Ido Dagan 88 1 0 16 Aug 2023
Interactive Editing for Text Summarization Yujia Xie Xun Wang Si-Qing Chen Wayne Xiong Pengcheng He KELM 321 2 0 05 Jun 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 64 6 0 24 Mar 2023
Towards Abstractive Timeline Summarisation using Preference-based Reinforcement Learning Yuxuan Ye Edwin Simpson 29 0 0 14 Nov 2022
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models Farshid Faal K. Schmitt Jia Yuan Yu 83 25 0 19 Feb 2022
Hone as You Read: A Practical Type of Interactive Summarization Tanner A. Bohn Charles X. Ling 51 9 0 06 May 2021
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization Yang Gao Wei Zhao Steffen Eger ELM 109 126 0 07 May 2020
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation Edwin Simpson Yang Gao Iryna Gurevych BDL 64 11 0 22 Nov 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 503 1,775 0 18 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References F. Böhm Yang Gao Christian M. Meyer Ori Shapira Ido Dagan Iryna Gurevych 88 107 0 03 Sep 2019