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SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

27 November 2019

Papers citing "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"

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Title
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues Chuyuan Li Patrick Huber Wen Xiao M. Amblard Chloé Braud Giuseppe Carenini 52 8 0 12 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 164 1,400 0 08 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 172 707 0 08 Feb 2023
What Matters In The Structured Pruning of Generative Language Models? Michael Santacroce Zixin Wen Yelong Shen Yuan-Fang Li 81 34 0 07 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 132 83 0 07 Feb 2023
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality Xinnian Liang Shuangzhi Wu Chenhao Cui Jiaqi Bai Chao Bian Zhoujun Li 76 13 0 29 Jan 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 64 12 0 25 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 82 15 0 04 Jan 2023
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension Borui Wang Chengcheng Feng Arjun Nair Madelyn Mao Jai Desai Asli Celikyilmaz Haoran Li Yashar Mehdad Dragomir R. Radev 83 1 0 24 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 81 8 0 20 Dec 2022
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise Kundan Krishna Yao-Min Zhao Jie Jessie Ren Balaji Lakshminarayanan Jiaming Luo Mohammad Saleh Peter J. Liu 61 4 0 20 Dec 2022
Human-in-the-loop Abstractive Dialogue Summarization Jiaao Chen Mohan Dodda Diyi Yang 79 10 0 19 Dec 2022
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 58 1 0 17 Dec 2022
Meeting Summarization: A Survey of the State of the Art L. P. Kumar Arman Kabiri 112 3 0 16 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 86 134 0 15 Dec 2022
Understanding Translationese in Cross-Lingual Summarization Jiaan Wang Fandong Meng Yunlong Liang Tingyi Zhang Jiarong Xu Zhixu Li Jie Zhou 72 16 0 14 Dec 2022
Momentum Calibration for Text Generation Xingxing Zhang Yiran Liu Xun Wang Pengcheng He Yang Yu Si-Qing Chen Wayne Xiong Furu Wei 144 9 0 08 Dec 2022
Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He Xuechen Li Da Yu Huishuai Zhang Janardhan Kulkarni Y. Lee A. Backurs Nenghai Yu Jiang Bian 118 49 0 03 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 92 8 0 02 Dec 2022
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu ELM SyDa LRM 70 4 0 21 Nov 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 64 19 0 17 Nov 2022
Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models Wang Qi Yu-Ping Ruan Y. Zuo Taihao Li 74 19 0 16 Nov 2022
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang Asli Celikyilmaz Haoran Li HILM 54 4 0 15 Nov 2022
Towards Understanding Omission in Dialogue Summarization Yicheng Zou Kaitao Song Xu Tan Zhongkai Fu Qi Zhang Dongsheng Li Tao Gui 69 2 0 14 Nov 2022
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues Amanda Bertsch Graham Neubig Matthew R. Gormley 75 5 0 27 Oct 2022
Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval Minjoon Jung Seongho Choi Joo-Kyung Kim Jin-Hwa Kim Byoung-Tak Zhang 95 10 0 23 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 89 16 0 21 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 80 8 0 18 Oct 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 85 17 0 17 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Shafiq Joty Nancy F. Chen 92 14 0 17 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 51 6 0 14 Oct 2022
SUMBot: Summarizing Context in Open-Domain Dialogue Systems Rui Ribeiro Luísa Coheur 63 1 0 12 Oct 2022
Hierarchical3D Adapters for Long Video-to-text Summarization Pinelopi Papalampidi Mirella Lapata VGen 99 13 0 10 Oct 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models S. Kwon Jeonghoon Kim Jeongin Bae Kang Min Yoo Jin-Hwa Kim Baeseong Park Byeongwook Kim Jung-Woo Ha Nako Sung Dongsoo Lee MQ 117 31 0 08 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 90 2 0 06 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 111 135 0 30 Sep 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 129 114 0 30 Sep 2022
A Focused Study on Sequence Length for Dialogue Summarization Bin Wang Chen Zhang Chengwei Wei Haizhou Li 78 8 0 24 Sep 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 54 20 0 02 Sep 2022
Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization Hyun-Yong Lee Jaewoong Yun Hyunjin Choi Seongho Joe Youngjune Gwon 67 3 0 01 Sep 2022
To Adapt or to Fine-tune: A Case Study on Abstractive Summarization Zheng Zhao Pinzhen Chen 34 3 0 30 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 117 47 0 21 Aug 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 101 16 0 08 Aug 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 62 6 0 08 Aug 2022
Effectiveness of French Language Models on Abstractive Dialogue Summarization Task Yongxin Zhou Franccois Portet Fabien Ringeval 32 8 0 17 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang Semih Yavuz Wojciech Kry'sciñski Kazuma Hashimoto Yingbo Zhou HILM 78 35 0 05 Jul 2022
Joint Generator-Ranker Learning for Natural Language Generation Weizhou Shen Yeyun Gong Yelong Shen Song Wang Xiaojun Quan Nan Duan Weizhu Chen 107 5 0 28 Jun 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 120 24 0 24 Jun 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 77 2 0 21 Jun 2022
Language Models are General-Purpose Interfaces Y. Hao Haoyu Song Li Dong Shaohan Huang Zewen Chi Wenhui Wang Shuming Ma Furu Wei MLLM 78 102 0 13 Jun 2022