Title
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 39 0 0 10 Apr 2025
STRUX: An LLM for Decision-Making with Structured Explanations Yiming Lu Yebowen Hu H. Foroosh Wei Jin Fei Liu 21 0 0 16 Oct 2024
DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning Yebowen Hu Xiaoyang Wang Wenlin Yao Yiming Lu Daoan Zhang H. Foroosh Dong Yu Fei Liu 34 4 0 02 Oct 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 14 0 17 Jun 2024
Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space Seongmin Park Kyungho Kim Jaejin Seo Jihwa Lee 18 0 0 16 May 2024
Responsible AI Considerations in Text Summarization Research: A Review of Current Practices Yu Lu Liu Meng Cao Su Lin Blodgett Jackie Chi Kit Cheung Alexandra Olteanu Adam Trischler 21 1 0 18 Nov 2023
Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective Md Tahmid Rahman Laskar Xue-Yong Fu Cheng-Hsiung Chen TN ShashiBhushan 16 33 0 30 Oct 2023
MeetingBank: A Benchmark Dataset for Meeting Summarization Yebowen Hu Timothy Jeewun Ganter Hanieh Deilamsalehy Franck Dernoncourt H. Foroosh Fei Liu AI4TS 13 45 0 27 May 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 20 65 0 13 Mar 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 19 1 0 02 Feb 2023
ESSumm: Extractive Speech Summarization from Untranscribed Meeting Jun Wang 33 7 0 14 Sep 2022
AntPivot: Livestream Highlight Detection via Hierarchical Attention Mechanism Yang Zhao Xuan Lin Wenqiang Xu Maozong Zheng Zhengyong Liu Zhou Zhao 6 2 0 10 Jun 2022
MentSum: A Resource for Exploring Summarization of Mental Health Online Posts Sajad Sotudeh Nazli Goharian Zachary Young AI4MH 11 13 0 02 Jun 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 19 9 0 22 Mar 2022
A Sliding-Window Approach to Automatic Creation of Meeting Minutes Jia Jin Koay A. Roustai Xiaojin Dai Fei Liu 33 27 0 26 Apr 2021
SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen Zewei Chu Sam Wiseman Kevin Gimpel 25 94 0 14 Apr 2021
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 59 35 0 04 May 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,430 0 22 Aug 2019