Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor 2023-12 Association for Computational Linguistics Singapore text conference publication newsum-2023-new https://aclanthology.org/2023.newsum-1.0/ Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang author Yunlong Liang author Fandong Meng author Zengkui Sun author Haoxiang Shi author Zhixu Li author Jinan Xu author Jianfeng Qu author Jie Zhou author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication wang-etal-2023-chatgpt 10.18653/v1/2023.newsum-1.1 https://aclanthology.org/2023.newsum-1.1/ 2023-12 1 11 Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang author Yunlong Liang author Fandong Meng author Beiqi Zou author Zhixu Li author Jianfeng Qu author Jie Zhou author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication wang-etal-2023-zero 10.18653/v1/2023.newsum-1.2 https://aclanthology.org/2023.newsum-1.2/ 2023-12 12 23 SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima author Tim Kolber author Katja Markert author Michael Strube author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication fatima-etal-2023-simcsum 10.18653/v1/2023.newsum-1.3 https://aclanthology.org/2023.newsum-1.3/ 2023-12 24 40 Extract, Select and Rewrite: A Modular Sentence Summarization Method Shuo Guan author Vishakh Padmakumar author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication guan-padmakumar-2023-extract 10.18653/v1/2023.newsum-1.4 https://aclanthology.org/2023.newsum-1.4/ 2023-12 41 48 Summarization-based Data Augmentation for Document Classification Yueguan Wang author Naoki Yoshinaga author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication wang-yoshinaga-2023-summarization 10.18653/v1/2023.newsum-1.5 https://aclanthology.org/2023.newsum-1.5/ 2023-12 49 55 In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis Yuting Tang author Ratish Puduppully author Zhengyuan Liu author Nancy Chen author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication tang-etal-2023-context 10.18653/v1/2023.newsum-1.6 https://aclanthology.org/2023.newsum-1.6/ 2023-12 56 67 From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Griffin Adams author Alex Fabbri author Faisal Ladhak author Eric Lehman author Noémie Elhadad author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication adams-etal-2023-sparse 10.18653/v1/2023.newsum-1.7 https://aclanthology.org/2023.newsum-1.7/ 2023-12 68 74 Generating Extractive and Abstractive Summaries in Parallel from Scientific Articles Incorporating Citing Statements Sudipta Singha Roy author Robert E Mercer author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication singha-roy-mercer-2023-generating 10.18653/v1/2023.newsum-1.8 https://aclanthology.org/2023.newsum-1.8/ 2023-12 75 86 Supervising the Centroid Baseline for Extractive Multi-Document Summarization Simão Gonçalves author Gonçalo Correia author Diogo Pernes author Afonso Mendes author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication goncalves-etal-2023-supervising 10.18653/v1/2023.newsum-1.9 https://aclanthology.org/2023.newsum-1.9/ 2023-12 87 96 DebateKG – Automatic Policy Debate Case Creation with Semantic Knowledge Graphs Allen Roush author David Mezzetti author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication roush-mezzetti-2023-debatekg 10.18653/v1/2023.newsum-1.10 https://aclanthology.org/2023.newsum-1.10/ 2023-12 97 104 Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury author Nicholas Monath author Kumar Dubey author Amr Ahmed author Snigdha Chaturvedi author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication basu-roy-chowdhury-etal-2023-unsupervised 10.18653/v1/2023.newsum-1.11 https://aclanthology.org/2023.newsum-1.11/ 2023-12 105 120 Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value Jingyi He author Meng Cao author Jackie Chi Kit Cheung author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication he-etal-2023-analyzing 10.18653/v1/2023.newsum-1.12 https://aclanthology.org/2023.newsum-1.12/ 2023-12 121 134 Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer Jinhyeong Lim author Hyun-Je Song author 2023-12 text Proceedings of the 4th New Frontiers in Summarization Workshop Yue Dong editor Wen Xiao editor Lu Wang editor Fei Liu editor Giuseppe Carenini editor Association for Computational Linguistics Singapore conference publication lim-song-2023-improving 10.18653/v1/2023.newsum-1.13 https://aclanthology.org/2023.newsum-1.13/ 2023-12 135 144